Airbnb Data Profile

Dataset statistics

Number of variables	29
Number of observations	74111
Missing cells	83752
Missing cells (%)	3.9%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	183.8 MiB
Average record size in memory	2.5 KiB

Variable types

Numeric	10
Categorical	5
Text	6
Boolean	4
DateTime	3
URL	1

Alerts

`property_type` is highly imbalanced (68.7%)	Imbalance
`bed_type` is highly imbalanced (89.7%)	Imbalance
`host_has_profile_pic` is highly imbalanced (97.0%)	Imbalance
`first_review` has 15864 (21.4%) missing values	Missing
`host_response_rate` has 18299 (24.7%) missing values	Missing
`last_review` has 15827 (21.4%) missing values	Missing
`neighbourhood` has 6872 (9.3%) missing values	Missing
`review_scores_rating` has 16722 (22.6%) missing values	Missing
`thumbnail_url` has 8216 (11.1%) missing values	Missing
`zipcode` has 966 (1.3%) missing values	Missing
`id` has unique values	Unique
`latitude` has unique values	Unique
`longitude` has unique values	Unique
`number_of_reviews` has 15819 (21.3%) zeros	Zeros
`bedrooms` has 6715 (9.1%) zeros	Zeros

Reproduction

Analysis started	2024-04-14 15:37:46.365896
Analysis finished	2024-04-14 15:38:35.657456
Duration	49.29 seconds
Software version	ydata-profiling vv4.7.0
Download configuration	config.json

id
Real number (ℝ)

UNIQUE

Distinct	74111
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11266617

Minimum	344
Maximum	21230903
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	579.1 KiB

Quantile statistics

Minimum	344
5-th percentile	837770
Q1	6261964.5
median	12254147
Q3	16402260
95-th percentile	20017610
Maximum	21230903
Range	21230559
Interquartile range (IQR)	10140296

Descriptive statistics

Standard deviation	6081734.9
Coefficient of variation (CV)	0.53980133
Kurtosis	-1.1336229
Mean	11266617
Median Absolute Deviation (MAD)	4854945
Skewness	-0.2606158
Sum	8.3498026 × 10¹¹
Variance	3.6987499 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6901257	1	< 0.1%
2460250	1	< 0.1%
289037	1	< 0.1%
16492690	1	< 0.1%
14838028	1	< 0.1%
13763165	1	< 0.1%
16338348	1	< 0.1%
18484608	1	< 0.1%
9976536	1	< 0.1%
6957382	1	< 0.1%
Other values (74101)	74101	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
344	1	< 0.1%
941	1	< 0.1%
2404	1	< 0.1%
2515	1	< 0.1%
2732	1	< 0.1%
2864	1	< 0.1%
3152	1	< 0.1%
3330	1	< 0.1%
3362	1	< 0.1%
3662	1	< 0.1%

Value	Count	Frequency (%)
21230903	1	< 0.1%
21228356	1	< 0.1%
21227973	1	< 0.1%
21227461	1	< 0.1%
21227196	1	< 0.1%
21218973	1	< 0.1%
21218751	1	< 0.1%
21217774	1	< 0.1%
21215451	1	< 0.1%
21213790	1	< 0.1%

log_price
Real number (ℝ)

Distinct	767
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.7820691

Minimum	0
Maximum	7.6004023
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	579.1 KiB

Quantile statistics

Minimum	0
5-th percentile	3.6888795
Q1	4.3174881
median	4.7095302
Q3	5.2203558
95-th percentile	6.0520892
Maximum	7.6004023
Range	7.6004023
Interquartile range (IQR)	0.90286771

Descriptive statistics

Standard deviation	0.71739378
Coefficient of variation (CV)	0.15001744
Kurtosis	0.66060828
Mean	4.7820691
Median Absolute Deviation (MAD)	0.46103496
Skewness	0.51469541
Sum	354403.92
Variance	0.51465384
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5.010635294	2729	3.7%
4.605170186	2707	3.7%
4.317488114	2049	2.8%
5.298317367	1923	2.6%
3.912023005	1920	2.6%
4.094344562	1800	2.4%
4.382026635	1725	2.3%
4.828313737	1713	2.3%
4.17438727	1635	2.2%
4.248495242	1605	2.2%
Other values (757)	54305	73.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
1.609437912	1	< 0.1%
2.302585093	30	< 0.1%
2.397895273	1	< 0.1%
2.48490665	5	< 0.1%
2.564949357	1	< 0.1%
2.63905733	1	< 0.1%
2.708050201	58	0.1%
2.772588722	10	< 0.1%
2.833213344	10	< 0.1%

Value	Count	Frequency (%)
7.600402335	5	< 0.1%
7.598399329	6	< 0.1%
7.595889918	1	< 0.1%
7.590852124	1	< 0.1%
7.588323677	1	< 0.1%
7.575584652	7	< 0.1%
7.569411792	1	< 0.1%
7.549609165	7	< 0.1%
7.546974118	1	< 0.1%
7.543802868	1	< 0.1%

property_type
Categorical

IMBALANCE

Distinct	35
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	4.6 MiB

Apartment	49003
House	16511
Condominium	2658
Townhouse	1692
Loft	1244
Other values (30)	3003

Length

Max length	18
Median length	9
Mean length	8.0775054
Min length	3

Characters and Unicode

Total characters	598632
Distinct characters	42
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4 ?
Unique (%)	< 0.1%

Sample

1st row	Apartment
2nd row	Apartment
3rd row	Apartment
4th row	House
5th row	Apartment

Common Values

Value	Count	Frequency (%)
Apartment	49003	66.1%
House	16511	22.3%
Condominium	2658	3.6%
Townhouse	1692	2.3%
Loft	1244	1.7%
Other	607	0.8%
Guesthouse	498	0.7%
Bed & Breakfast	462	0.6%
Bungalow	366	0.5%
Villa	179	0.2%
Other values (25)	891	1.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
apartment	49024	65.1%
house	16515	21.9%
condominium	2658	3.5%
townhouse	1692	2.2%
loft	1244	1.7%
other	607	0.8%
guesthouse	498	0.7%
bed	462	0.6%
	462	0.6%
breakfast	462	0.6%
Other values (32)	1641	2.2%

Most occurring characters

Value	Count	Frequency (%)
t	101449	16.9%
e	70575	11.8%
n	56574	9.5%
m	54664	9.1%
a	50949	8.5%
r	50452	8.4%
p	49123	8.2%
A	49003	8.2%
o	27768	4.6%
u	22637	3.8%
Other values (32)	65438	10.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	522085	87.2%
Uppercase Letter	74766	12.5%
Space Separator	1154	0.2%
Other Punctuation	556	0.1%
Dash Punctuation	71	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
t	101449	19.4%
e	70575	13.5%
n	56574	10.8%
m	54664	10.5%
a	50949	9.8%
r	50452	9.7%
p	49123	9.4%
o	27768	5.3%
u	22637	4.3%
s	20081	3.8%
Other values (12)	17813	3.4%

Uppercase Letter

Value	Count	Frequency (%)
A	49003	65.5%
H	16593	22.2%
C	2846	3.8%
T	1799	2.4%
B	1424	1.9%
L	1245	1.7%
G	621	0.8%
O	607	0.8%
V	284	0.4%
D	142	0.2%
Other values (6)	202	0.3%

Other Punctuation

Value	Count	Frequency (%)
&	462	83.1%
/	94	16.9%

Space Separator

Value	Count	Frequency (%)
	1154	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	71	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	596851	99.7%
Common	1781	0.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
t	101449	17.0%
e	70575	11.8%
n	56574	9.5%
m	54664	9.2%
a	50949	8.5%
r	50452	8.5%
p	49123	8.2%
A	49003	8.2%
o	27768	4.7%
u	22637	3.8%
Other values (28)	63657	10.7%

Common

Value	Count	Frequency (%)
	1154	64.8%
&	462	25.9%
/	94	5.3%
-	71	4.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	598632	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
t	101449	16.9%
e	70575	11.8%
n	56574	9.5%
m	54664	9.1%
a	50949	8.5%
r	50452	8.4%
p	49123	8.2%
A	49003	8.2%
o	27768	4.6%
u	22637	3.8%
Other values (32)	65438	10.9%

room_type
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	5.0 MiB

Entire home/apt	41310
Private room	30638
Shared room	2163

Length

Max length	15
Median length	15
Mean length	13.643035
Min length	11

Characters and Unicode

Total characters	1011099
Distinct characters	17
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Entire home/apt
2nd row	Entire home/apt
3rd row	Entire home/apt
4th row	Entire home/apt
5th row	Entire home/apt

Common Values

Value	Count	Frequency (%)
Entire home/apt	41310	55.7%
Private room	30638	41.3%
Shared room	2163	2.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
entire	41310	27.9%
home/apt	41310	27.9%
room	32801	22.1%
private	30638	20.7%
shared	2163	1.5%

Most occurring characters

Value	Count	Frequency (%)
e	115421	11.4%
t	113258	11.2%
o	106912	10.6%
r	106912	10.6%
a	74111	7.3%
	74111	7.3%
m	74111	7.3%
i	71948	7.1%
h	43473	4.3%
p	41310	4.1%
Other values (7)	189532	18.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	821567	81.3%
Space Separator	74111	7.3%
Uppercase Letter	74111	7.3%
Other Punctuation	41310	4.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	115421	14.0%
t	113258	13.8%
o	106912	13.0%
r	106912	13.0%
a	74111	9.0%
m	74111	9.0%
i	71948	8.8%
h	43473	5.3%
p	41310	5.0%
n	41310	5.0%
Other values (2)	32801	4.0%

Uppercase Letter

Value	Count	Frequency (%)
E	41310	55.7%
P	30638	41.3%
S	2163	2.9%

Space Separator

Value	Count	Frequency (%)
	74111	100.0%

Other Punctuation

Value	Count	Frequency (%)
/	41310	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	895678	88.6%
Common	115421	11.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	115421	12.9%
t	113258	12.6%
o	106912	11.9%
r	106912	11.9%
a	74111	8.3%
m	74111	8.3%
i	71948	8.0%
h	43473	4.9%
p	41310	4.6%
E	41310	4.6%
Other values (5)	106912	11.9%

Common

Value	Count	Frequency (%)
	74111	64.2%
/	41310	35.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1011099	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	115421	11.4%
t	113258	11.2%
o	106912	10.6%
r	106912	10.6%
a	74111	7.3%
	74111	7.3%
m	74111	7.3%
i	71948	7.1%
h	43473	4.3%
p	41310	4.1%
Other values (7)	189532	18.7%

amenities
Text

Distinct	67122
Distinct (%)	90.6%
Missing	0
Missing (%)	0.0%
Memory size	24.6 MiB

Length

Max length	1496
Median length	777
Mean length	267.89765
Min length	2

Characters and Unicode

Total characters	19854163
Distinct characters	63
Distinct categories	10 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	63597 ?
Unique (%)	85.8%

Sample

1st row	{"Wireless Internet","Air conditioning",Kitchen,Heating,"Family/kid friendly",Essentials,"Hair dryer",Iron,"translation missing: en.hosting_amenity_50"}
2nd row	{"Wireless Internet","Air conditioning",Kitchen,Heating,"Family/kid friendly",Washer,Dryer,"Smoke detector","Fire extinguisher",Essentials,Shampoo,Hangers,"Hair dryer",Iron,"translation missing: en.hosting_amenity_50"}
3rd row	{TV,"Cable TV","Wireless Internet","Air conditioning",Kitchen,Breakfast,"Buzzer/wireless intercom",Heating,"Family/kid friendly","Smoke detector","Carbon monoxide detector","Fire extinguisher",Essentials,Shampoo,Hangers,"Hair dryer",Iron,"Laptop friendly workspace","translation missing: en.hosting_amenity_50"}
4th row	{TV,"Cable TV",Internet,"Wireless Internet",Kitchen,"Indoor fireplace","Buzzer/wireless intercom",Heating,Washer,Dryer,"Smoke detector","Carbon monoxide detector","First aid kit","Fire extinguisher",Essentials}
5th row	{TV,Internet,"Wireless Internet","Air conditioning",Kitchen,"Elevator in building",Heating,"Smoke detector","Carbon monoxide detector","Fire extinguisher",Essentials,Shampoo}

Value	Count	Frequency (%)
internet","air	54116	4.9%
on	51429	4.7%
monoxide	47190	4.3%
detector","carbon	46664	4.3%
missing	45718	4.2%
friendly	44137	4.0%
dryer",iron,"laptop	29159	2.7%
aid	27532	2.5%
detector","first	26900	2.5%
parking	23757	2.2%
Other values (6673)	699688	63.8%

Most occurring characters

Value	Count	Frequency (%)
e	1912718	9.6%
"	1404232	7.1%
n	1391739	7.0%
i	1373633	6.9%
r	1365318	6.9%
,	1230421	6.2%
t	1212287	6.1%
o	1106460	5.6%
	1022179	5.1%
s	913018	4.6%
Other values (53)	6922158	34.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	14169941	71.4%
Other Punctuation	2781507	14.0%
Uppercase Letter	1436063	7.2%
Space Separator	1022179	5.1%
Decimal Number	129466	0.7%
Connector Punctuation	91436	0.5%
Open Punctuation	83337	0.4%
Close Punctuation	83337	0.4%
Dash Punctuation	54012	0.3%
Final Punctuation	2885	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	1912718	13.5%
n	1391739	9.8%
i	1373633	9.7%
r	1365318	9.6%
t	1212287	8.6%
o	1106460	7.8%
s	913018	6.4%
a	905914	6.4%
d	512533	3.6%
l	485868	3.4%
Other values (14)	2990453	21.1%

Uppercase Letter

Value	Count	Frequency (%)
I	177941	12.4%
H	172315	12.0%
S	150118	10.5%
W	123182	8.6%
F	119823	8.3%
C	96289	6.7%
E	85463	6.0%
T	76800	5.3%
V	76760	5.3%
L	70753	4.9%
Other values (10)	286619	20.0%

Other Punctuation

Value	Count	Frequency (%)
"	1404232	50.5%
,	1230421	44.2%
/	55227	2.0%
.	45718	1.6%
:	45718	1.6%
&	191	< 0.1%

Decimal Number

Value	Count	Frequency (%)
4	39442	30.5%
0	25291	19.5%
5	25291	19.5%
9	20427	15.8%
2	19015	14.7%

Open Punctuation

Value	Count	Frequency (%)
{	74111	88.9%
(	9226	11.1%

Close Punctuation

Value	Count	Frequency (%)
}	74111	88.9%
)	9226	11.1%

Space Separator

Value	Count	Frequency (%)
	1022179	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	91436	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	54012	100.0%

Final Punctuation

Value	Count	Frequency (%)
’	2885	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	15606004	78.6%
Common	4248159	21.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	1912718	12.3%
n	1391739	8.9%
i	1373633	8.8%
r	1365318	8.7%
t	1212287	7.8%
o	1106460	7.1%
s	913018	5.9%
a	905914	5.8%
d	512533	3.3%
l	485868	3.1%
Other values (34)	4426516	28.4%

Common

Value	Count	Frequency (%)
"	1404232	33.1%
,	1230421	29.0%
	1022179	24.1%
_	91436	2.2%
{	74111	1.7%
}	74111	1.7%
/	55227	1.3%
-	54012	1.3%
.	45718	1.1%
:	45718	1.1%
Other values (9)	150994	3.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	19851278	> 99.9%
Punctuation	2885	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	1912718	9.6%
"	1404232	7.1%
n	1391739	7.0%
i	1373633	6.9%
r	1365318	6.9%
,	1230421	6.2%
t	1212287	6.1%
o	1106460	5.6%
	1022179	5.1%
s	913018	4.6%
Other values (52)	6919273	34.9%

Punctuation

Value	Count	Frequency (%)
’	2885	100.0%

accommodates
Real number (ℝ)

Distinct	16
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.1551457

Minimum	1
Maximum	16
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	579.1 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	2
Q3	4
95-th percentile	7
Maximum	16
Range	15
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.153589
Coefficient of variation (CV)	0.68256404
Kurtosis	7.4324614
Mean	3.1551457
Median Absolute Deviation (MAD)	1
Skewness	2.2315606
Sum	233831
Variance	4.6379454
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
2	31854	43.0%
4	12066	16.3%
1	9434	12.7%
3	7794	10.5%
6	4969	6.7%
5	3444	4.6%
8	1795	2.4%
7	946	1.3%
10	701	0.9%
16	301	0.4%
Other values (6)	807	1.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	9434	12.7%
2	31854	43.0%
3	7794	10.5%
4	12066	16.3%
5	3444	4.6%
6	4969	6.7%
7	946	1.3%
8	1795	2.4%
9	270	0.4%
10	701	0.9%

Value	Count	Frequency (%)
16	301	0.4%
15	54	0.1%
14	104	0.1%
13	36	< 0.1%
12	264	0.4%
11	79	0.1%
10	701	0.9%
9	270	0.4%
8	1795	2.4%
7	946	1.3%

bathrooms
Real number (ℝ)

Distinct	17
Distinct (%)	< 0.1%
Missing	200
Missing (%)	0.3%
Infinite	0
Infinite (%)	0.0%
Mean	1.2352627

Minimum	0
Maximum	8
Zeros	198
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	579.1 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	2
Maximum	8
Range	8
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.5820441
Coefficient of variation (CV)	0.47119055
Kurtosis	22.236542
Mean	1.2352627
Median Absolute Deviation (MAD)	0
Skewness	3.6914529
Sum	91299.5
Variance	0.33877533
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
1	58099	78.4%
2	7936	10.7%
1.5	3801	5.1%
2.5	1567	2.1%
3	1066	1.4%
3.5	429	0.6%
4	286	0.4%
0.5	209	0.3%
0	198	0.3%
4.5	116	0.2%
Other values (7)	204	0.3%
(Missing)	200	0.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	198	0.3%
0.5	209	0.3%
1	58099	78.4%
1.5	3801	5.1%
2	7936	10.7%
2.5	1567	2.1%
3	1066	1.4%
3.5	429	0.6%
4	286	0.4%
4.5	116	0.2%

Value	Count	Frequency (%)
8	41	0.1%
7.5	6	< 0.1%
7	10	< 0.1%
6.5	12	< 0.1%
6	24	< 0.1%
5.5	39	0.1%
5	72	0.1%
4.5	116	0.2%
4	286	0.4%
3.5	429	0.6%

bed_type
Categorical

IMBALANCE

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	4.6 MiB

Real Bed	72028
Futon	753
Pull-out Sofa	585
Airbed	477
Couch	268

Length

Max length	13
Median length	8
Mean length	7.9852653
Min length	5

Characters and Unicode

Total characters	591796
Distinct characters	23
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Real Bed
2nd row	Real Bed
3rd row	Real Bed
4th row	Real Bed
5th row	Real Bed

Common Values

Value	Count	Frequency (%)
Real Bed	72028	97.2%
Futon	753	1.0%
Pull-out Sofa	585	0.8%
Airbed	477	0.6%
Couch	268	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
real	72028	49.1%
bed	72028	49.1%
futon	753	0.5%
pull-out	585	0.4%
sofa	585	0.4%
airbed	477	0.3%
couch	268	0.2%

Most occurring characters

Value	Count	Frequency (%)
e	144533	24.4%
l	73198	12.4%
a	72613	12.3%
	72613	12.3%
d	72505	12.3%
R	72028	12.2%
B	72028	12.2%
o	2191	0.4%
u	2191	0.4%
t	1338	0.2%
Other values (13)	6558	1.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	371874	62.8%
Uppercase Letter	146724	24.8%
Space Separator	72613	12.3%
Dash Punctuation	585	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	144533	38.9%
l	73198	19.7%
a	72613	19.5%
d	72505	19.5%
o	2191	0.6%
u	2191	0.6%
t	1338	0.4%
n	753	0.2%
f	585	0.2%
i	477	0.1%
Other values (4)	1490	0.4%

Uppercase Letter

Value	Count	Frequency (%)
R	72028	49.1%
B	72028	49.1%
F	753	0.5%
P	585	0.4%
S	585	0.4%
A	477	0.3%
C	268	0.2%

Space Separator

Value	Count	Frequency (%)
	72613	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	585	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	518598	87.6%
Common	73198	12.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	144533	27.9%
l	73198	14.1%
a	72613	14.0%
d	72505	14.0%
R	72028	13.9%
B	72028	13.9%
o	2191	0.4%
u	2191	0.4%
t	1338	0.3%
n	753	0.1%
Other values (11)	5220	1.0%

Common

Value	Count	Frequency (%)
	72613	99.2%
-	585	0.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	591796	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	144533	24.4%
l	73198	12.4%
a	72613	12.3%
	72613	12.3%
d	72505	12.3%
R	72028	12.2%
B	72028	12.2%
o	2191	0.4%
u	2191	0.4%
t	1338	0.2%
Other values (13)	6558	1.1%

cancellation_policy
Categorical

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	4.5 MiB

strict	32374
flexible	22545
moderate	19063
super_strict_30	112
super_strict_60	17

Length

Max length	15
Median length	8
Mean length	7.1385219
Min length	6

Characters and Unicode

Total characters	529043
Distinct characters	20
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	strict
2nd row	strict
3rd row	moderate
4th row	flexible
5th row	moderate

Common Values

Value	Count	Frequency (%)
strict	32374	43.7%
flexible	22545	30.4%
moderate	19063	25.7%
super_strict_30	112	0.2%
super_strict_60	17	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
strict	32374	43.7%
flexible	22545	30.4%
moderate	19063	25.7%
super_strict_30	112	0.2%
super_strict_60	17	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
t	84069	15.9%
e	83345	15.8%
i	55048	10.4%
r	51695	9.8%
l	45090	8.5%
s	32632	6.2%
c	32503	6.1%
f	22545	4.3%
x	22545	4.3%
b	22545	4.3%
Other values (10)	77026	14.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	528527	99.9%
Connector Punctuation	258	< 0.1%
Decimal Number	258	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
t	84069	15.9%
e	83345	15.8%
i	55048	10.4%
r	51695	9.8%
l	45090	8.5%
s	32632	6.2%
c	32503	6.1%
f	22545	4.3%
x	22545	4.3%
b	22545	4.3%
Other values (6)	76510	14.5%

Decimal Number

Value	Count	Frequency (%)
0	129	50.0%
3	112	43.4%
6	17	6.6%

Connector Punctuation

Value	Count	Frequency (%)
_	258	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	528527	99.9%
Common	516	0.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
t	84069	15.9%
e	83345	15.8%
i	55048	10.4%
r	51695	9.8%
l	45090	8.5%
s	32632	6.2%
c	32503	6.1%
f	22545	4.3%
x	22545	4.3%
b	22545	4.3%
Other values (6)	76510	14.5%

Common

Value	Count	Frequency (%)
_	258	50.0%
0	129	25.0%
3	112	21.7%
6	17	3.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	529043	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
t	84069	15.9%
e	83345	15.8%
i	55048	10.4%
r	51695	9.8%
l	45090	8.5%
s	32632	6.2%
c	32503	6.1%
f	22545	4.3%
x	22545	4.3%
b	22545	4.3%
Other values (10)	77026	14.6%

cleaning_fee
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	72.5 KiB

True	54403
False	19708

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	54403	73.4%
False	19708	26.6%

city
Categorical

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	4.2 MiB

NYC	32349
LA	22453
SF	6434
DC	5688
Chicago	3719

Length

Max length	7
Median length	6
Mean length	2.87458
Min length	2

Characters and Unicode

Total characters	213038
Distinct characters	18
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	NYC
2nd row	NYC
3rd row	NYC
4th row	SF
5th row	DC

Common Values

Value	Count	Frequency (%)
NYC	32349	43.6%
LA	22453	30.3%
SF	6434	8.7%
DC	5688	7.7%
Chicago	3719	5.0%
Boston	3468	4.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
nyc	32349	43.6%
la	22453	30.3%
sf	6434	8.7%
dc	5688	7.7%
chicago	3719	5.0%
boston	3468	4.7%

Most occurring characters

Value	Count	Frequency (%)
C	41756	19.6%
N	32349	15.2%
Y	32349	15.2%
L	22453	10.5%
A	22453	10.5%
o	10655	5.0%
S	6434	3.0%
F	6434	3.0%
D	5688	2.7%
a	3719	1.7%
Other values (8)	28748	13.5%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	173384	81.4%
Lowercase Letter	39654	18.6%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
C	41756	24.1%
N	32349	18.7%
Y	32349	18.7%
L	22453	12.9%
A	22453	12.9%
S	6434	3.7%
F	6434	3.7%
D	5688	3.3%
B	3468	2.0%

Lowercase Letter

Value	Count	Frequency (%)
o	10655	26.9%
a	3719	9.4%
g	3719	9.4%
i	3719	9.4%
c	3719	9.4%
h	3719	9.4%
s	3468	8.7%
t	3468	8.7%
n	3468	8.7%

Most occurring scripts

Value	Count	Frequency (%)
Latin	213038	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
C	41756	19.6%
N	32349	15.2%
Y	32349	15.2%
L	22453	10.5%
A	22453	10.5%
o	10655	5.0%
S	6434	3.0%
F	6434	3.0%
D	5688	2.7%
a	3719	1.7%
Other values (8)	28748	13.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	213038	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
C	41756	19.6%
N	32349	15.2%
Y	32349	15.2%
L	22453	10.5%
A	22453	10.5%
o	10655	5.0%
S	6434	3.0%
F	6434	3.0%
D	5688	2.7%
a	3719	1.7%
Other values (8)	28748	13.5%

description
Text

Distinct	73479
Distinct (%)	99.1%
Missing	0
Missing (%)	0.0%
Memory size	76.1 MiB

Length

Max length	1000
Median length	1000
Mean length	762.68171
Min length	1

Characters and Unicode

Total characters	56523104
Distinct characters	2992
Distinct categories	22 ?
Distinct scripts	15 ?
Distinct blocks	26 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	72975 ?
Unique (%)	98.5%

Sample

1st row	Beautiful, sunlit brownstone 1-bedroom in the loveliest neighborhood in Brooklyn. Blocks from the promenade and Brooklyn Bridge Park, with their stunning views of Manhattan, and from the great shopping and food.
2nd row	Enjoy travelling during your stay in Manhattan. My place is centrally located near Times Square and Central Park with easy access to main subways as well as walking distance to many popular restaurants and bus tours. My place is close to the subway, Totto Ramen, Hell's Kitchen, Ippudo Westside, Empanada Mama, Intrepid Sea, Air & Space Museum. My place has three true bedrooms and one bathroom. The kitchen is stocked with stainless steel appliances like the Keurig machine. The living room is spacious and can accommodate another person thanks to the pull out bed. My place is centrally located to some of the top attractions in the city. Feel free to explore the entire apartment and do not worry about sharing the space with any strangers. This is all yours during your stay. I am available via text/email/phone for anything you might need. - Times Square - Rockefeller Plaza - Central Park - 5th Avenue Shopping -Broadway Theater District - Empire State Building - Hudson River Express Subwa
3rd row	The Oasis comes complete with a full backyard with outdoor furniture to make the most of this summer vacation!! The unit has high ceilings, a completed renovation throughout, beautiful flood lighting and exposed brick! Best part, total seclusion. You share with no one! The entire unit is yours during your stay. It's a fully furnished apartment that can hold up to 5 people. The only items you need are a toothbrush and your luggage!!! The unit has high ceilings, a completed renovation throughout, beautiful flood lighting and exposed brick! Not to mention the large backyard complete with ourdoor furniture. Best part, total seclusion. You share with no one! The entire unit is yours during your stay. The entire unit and backyard Garden area My assistant is available off site via phone. Other than that, you will be alone for your stay. The neighborhood of central Harlem is very diverse and full of culture! We are a few blocks from Historic 125th Street, The Apollo Theatre, The Schomburg
4th row	This light-filled home-away-from-home is super clean and comes with all of the modern amenities travelers could want. Located on a quiet street in the very trendy, super central Lower Haight neighborhood. 15 minutes to Superbowl City! Avail 2/4-2/8. Tucked away on a quaint and quiet one-way street just one block away from the restaurants, shops and bars on Haight Street. There are trains and buses just a block away to get around the city. Super central and trendy!
5th row	Cool, cozy, and comfortable studio located in the heart of the city. Literally a 10 min walk to Columbia Heights metro where you'll find shopping, theater, bars and diverse restaurants. Fits two very well, and is very convenient to other great areas. Welcome home! It's in a diverse building, where you meet alot of international people. It's located around different embassies, whom may provide a tour. Theres tons of people from over the world! Tons of different restaurants, and cultural things to do. Less than a mile walk to Dupont Circle, U Street, Adams Morgan, Columbia Heights metro. Tons of buses, and underground metro at your fingertips I can provide groceries for an affordable fee

Value	Count	Frequency (%)
the	431388	4.5%
and	397823	4.1%
a	277040	2.9%
to	244175	2.5%
is	190973	2.0%
in	182645	1.9%
of	158991	1.6%
with	141925	1.5%
you	101035	1.0%
	97252	1.0%
Other values (97236)	7442561	77.0%

Most occurring characters

Value	Count	Frequency (%)
	9771175	17.3%
e	4842280	8.6%
a	3723357	6.6%
o	3610804	6.4%
t	3514255	6.2%
n	2948896	5.2%
i	2916768	5.2%
r	2786943	4.9%
s	2633670	4.7%
l	2022797	3.6%
Other values (2982)	17752159	31.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	41928849	74.2%
Space Separator	9771879	17.3%
Uppercase Letter	2351531	4.2%
Other Punctuation	1627576	2.9%
Decimal Number	415117	0.7%
Dash Punctuation	139592	0.2%
Other Letter	128491	0.2%
Close Punctuation	64390	0.1%
Open Punctuation	61251	0.1%
Math Symbol	12765	< 0.1%
Other values (12)	21663	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
的	2803	2.2%
房	2383	1.9%
有	1679	1.3%
分	1493	1.2%
可	1419	1.1%
人	1222	1.0%
市	1178	0.9%
车	1152	0.9%
中	1139	0.9%
钟	1121	0.9%
Other values (2688)	112902	87.9%

Lowercase Letter

Value	Count	Frequency (%)
e	4842280	11.5%
a	3723357	8.9%
o	3610804	8.6%
t	3514255	8.4%
n	2948896	7.0%
i	2916768	7.0%
r	2786943	6.6%
s	2633670	6.3%
l	2022797	4.8%
h	1730530	4.1%
Other values (88)	11198549	26.7%

Uppercase Letter

Value	Count	Frequency (%)
T	244125	10.4%
S	168823	7.2%
C	157096	6.7%
A	155431	6.6%
B	142412	6.1%
I	141520	6.0%
M	123498	5.3%
L	111694	4.7%
W	106624	4.5%
E	105923	4.5%
Other values (53)	894385	38.0%

Other Punctuation

Value	Count	Frequency (%)
,	674009	41.4%
.	612164	37.6%
'	78989	4.9%
!	75481	4.6%
/	66607	4.1%
&	31463	1.9%
:	28211	1.7%
*	19110	1.2%
"	12890	0.8%
;	8765	0.5%
Other values (23)	19887	1.2%

Nonspacing Mark

Value	Count	Frequency (%)
️	82	80.4%
̄	4	3.9%
्	2	2.0%
ً	2	2.0%
ִ	2	2.0%
̈	2	2.0%
́	2	2.0%
︎	1	1.0%
े	1	1.0%
ั	1	1.0%
Other values (3)	3	2.9%

Decimal Number

Value	Count	Frequency (%)
1	92235	22.2%
2	83688	20.2%
0	66884	16.1%
5	49397	11.9%
3	39255	9.5%
4	32437	7.8%
6	16086	3.9%
7	13060	3.1%
8	11177	2.7%
9	10889	2.6%
Other values (2)	9	< 0.1%

Math Symbol

Value	Count	Frequency (%)
+	5870	46.0%
=	4276	33.5%
~	1279	10.0%
>	731	5.7%
\|	496	3.9%
→	43	0.3%
×	38	0.3%
<	29	0.2%
⋯	2	< 0.1%
−	1	< 0.1%

Other Symbol

Value	Count	Frequency (%)
★	1008	79.3%
☆	53	4.2%
°	45	3.5%
®	39	3.1%
™	28	2.2%
❤	27	2.1%
♪	25	2.0%
☺	23	1.8%
♡	20	1.6%
©	3	0.2%

Open Punctuation

Value	Count	Frequency (%)
(	60830	99.3%
[	343	0.6%
{	37	0.1%
【	23	< 0.1%
《	11	< 0.1%
「	5	< 0.1%
‚	2	< 0.1%

Close Punctuation

Value	Count	Frequency (%)
)	63962	99.3%
]	346	0.5%
}	44	0.1%
】	22	< 0.1%
》	11	< 0.1%
」	5	< 0.1%

Modifier Symbol

Value	Count	Frequency (%)
`	93	28.2%
´	78	23.6%
¸	62	18.8%
^	61	18.5%
¨	34	10.3%
˚	2	0.6%

Space Separator

Value	Count	Frequency (%)
	9771175	> 99.9%
	683	< 0.1%
	15	< 0.1%
	4	< 0.1%
	2	< 0.1%

Dash Punctuation

Value	Count	Frequency (%)
-	137636	98.6%
–	1113	0.8%
—	829	0.6%
‐	7	< 0.1%
―	7	< 0.1%

Modifier Letter

Value	Count	Frequency (%)
ー	218	95.6%
々	4	1.8%
ｰ	3	1.3%
ʼ	2	0.9%
ﾟ	1	0.4%

Currency Symbol

Value	Count	Frequency (%)
$	5012	99.9%
€	2	< 0.1%
₥	2	< 0.1%
¢	1	< 0.1%

Other Number

Value	Count	Frequency (%)
½	78	57.4%
²	49	36.0%
¾	7	5.1%
¼	2	1.5%

Format

Value	Count	Frequency (%)
	16	80.0%
‎	2	10.0%
	1	5.0%
‍	1	5.0%

Final Punctuation

Value	Count	Frequency (%)
’	10738	94.6%
”	602	5.3%
»	8	0.1%

Initial Punctuation

Value	Count	Frequency (%)
“	434	88.6%
‘	56	11.4%

Control

Value	Count	Frequency (%)
	158	99.4%
	1	0.6%

Connector Punctuation

Value	Count	Frequency (%)
_	2561	100.0%

Spacing Mark

Value	Count	Frequency (%)
ा	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	44275858	78.3%
Common	12114115	21.4%
Han	122602	0.2%
Cyrillic	4541	< 0.1%
Hiragana	2645	< 0.1%
Katakana	1582	< 0.1%
Hangul	1575	< 0.1%
Inherited	94	< 0.1%
Arabic	30	< 0.1%
Hebrew	18	< 0.1%
Other values (5)	44	< 0.1%

Most frequent character per script

Han

Value	Count	Frequency (%)
的	2803	2.3%
房	2383	1.9%
有	1679	1.4%
分	1493	1.2%
可	1419	1.2%
人	1222	1.0%
市	1178	1.0%
车	1152	0.9%
中	1139	0.9%
钟	1121	0.9%
Other values (2234)	107013	87.3%

Hangul

Value	Count	Frequency (%)
다	71	4.5%
니	67	4.3%
에	44	2.8%
있	38	2.4%
은	37	2.3%
집	34	2.2%
이	32	2.0%
가	27	1.7%
합	26	1.7%
장	26	1.7%
Other values (274)	1173	74.5%

Common

Value	Count	Frequency (%)
	9771175	80.7%
,	674009	5.6%
.	612164	5.1%
-	137636	1.1%
1	92235	0.8%
2	83688	0.7%
'	78989	0.7%
!	75481	0.6%
0	66884	0.6%
/	66607	0.5%
Other values (104)	455247	3.8%

Latin

Value	Count	Frequency (%)
e	4842280	10.9%
a	3723357	8.4%
o	3610804	8.2%
t	3514255	7.9%
n	2948896	6.7%
i	2916768	6.6%
r	2786943	6.3%
s	2633670	5.9%
l	2022797	4.6%
h	1730530	3.9%
Other values (96)	13545558	30.6%

Katakana

Value	Count	Frequency (%)
ン	122	7.7%
ト	104	6.6%
ス	84	5.3%
ッ	80	5.1%
ル	73	4.6%
イ	73	4.6%
ラ	59	3.7%
ア	59	3.7%
ク	44	2.8%
リ	40	2.5%
Other values (64)	844	53.4%

Hiragana

Value	Count	Frequency (%)
の	197	7.4%
す	195	7.4%
で	190	7.2%
い	169	6.4%
ま	151	5.7%
に	120	4.5%
も	114	4.3%
て	111	4.2%
は	99	3.7%
な	92	3.5%
Other values (51)	1207	45.6%

Cyrillic

Value	Count	Frequency (%)
о	533	11.7%
е	375	8.3%
а	317	7.0%
т	312	6.9%
и	298	6.6%
н	280	6.2%
с	251	5.5%
м	209	4.6%
р	208	4.6%
д	170	3.7%
Other values (44)	1588	35.0%

Thai

Value	Count	Frequency (%)
น	2	11.1%
ล	2	11.1%
เ	2	11.1%
๑	2	11.1%
ร	1	5.6%
ั	1	5.6%
บ	1	5.6%
้	1	5.6%
อ	1	5.6%
ต	1	5.6%
Other values (4)	4	22.2%

Arabic

Value	Count	Frequency (%)
ب	4	13.3%
ه	3	10.0%
ل	3	10.0%
ا	3	10.0%
ت	3	10.0%
ر	3	10.0%
ح	3	10.0%
ي	3	10.0%
أ	2	6.7%
ك	1	3.3%
Other values (2)	2	6.7%

Hebrew

Value	Count	Frequency (%)
ע	3	16.7%
ב	3	16.7%
ת	3	16.7%
ק	2	11.1%
צ	2	11.1%
ִ	2	11.1%
׳	1	5.6%
ר	1	5.6%
י	1	5.6%

Devanagari

Value	Count	Frequency (%)
त	2	16.7%
्	2	16.7%
स	2	16.7%
न	1	8.3%
म	1	8.3%
े	1	8.3%
व	1	8.3%
ा	1	8.3%
ग	1	8.3%

Inherited

Value	Count	Frequency (%)
️	82	87.2%
̄	4	4.3%
ً	2	2.1%
̈	2	2.1%
́	2	2.1%
‍	1	1.1%
︎	1	1.1%

Greek

Value	Count	Frequency (%)
ό	4	66.7%
ᾶ	2	33.3%

Bengali

Value	Count	Frequency (%)
০	7	100.0%

Bopomofo

Value	Count	Frequency (%)
ㄧ	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	56357463	99.7%
CJK	122593	0.2%
Punctuation	21600	< 0.1%
None	9447	< 0.1%
Cyrillic	4541	< 0.1%
Hiragana	2645	< 0.1%
Katakana	1811	< 0.1%
Hangul	1575	< 0.1%
Misc Symbols	1129	< 0.1%
VS	83	< 0.1%
Other values (16)	217	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	9771175	17.3%
e	4842280	8.6%
a	3723357	6.6%
o	3610804	6.4%
t	3514255	6.2%
n	2948896	5.2%
i	2916768	5.2%
r	2786943	4.9%
s	2633670	4.7%
l	2022797	3.6%
Other values (86)	17586518	31.2%

Punctuation

Value	Count	Frequency (%)
’	10738	49.7%
•	7338	34.0%
–	1113	5.2%
—	829	3.8%
”	602	2.8%
“	434	2.0%
…	403	1.9%
‘	56	0.3%
	15	0.1%
′	14	0.1%
Other values (11)	58	0.3%

None

Value	Count	Frequency (%)
。	3209	34.0%
、	2211	23.4%
é	1052	11.1%
	683	7.2%
｡	433	4.6%
､	256	2.7%
·	175	1.9%
ñ	114	1.2%
à	111	1.2%
è	82	0.9%
Other values (83)	1121	11.9%

CJK

Value	Count	Frequency (%)
的	2803	2.3%
房	2383	1.9%
有	1679	1.4%
分	1493	1.2%
可	1419	1.2%
人	1222	1.0%
市	1178	1.0%
车	1152	0.9%
中	1139	0.9%
钟	1121	0.9%
Other values (2229)	107004	87.3%

Misc Symbols

Value	Count	Frequency (%)
★	1008	89.3%
☆	53	4.7%
♪	25	2.2%
☺	23	2.0%
♡	20	1.8%

Cyrillic

Value	Count	Frequency (%)
о	533	11.7%
е	375	8.3%
а	317	7.0%
т	312	6.9%
и	298	6.6%
н	280	6.2%
с	251	5.5%
м	209	4.6%
р	208	4.6%
д	170	3.7%
Other values (44)	1588	35.0%

Katakana

Value	Count	Frequency (%)
ー	218	12.0%
ン	122	6.7%
ト	104	5.7%
ス	84	4.6%
ッ	80	4.4%
ル	73	4.0%
イ	73	4.0%
ラ	59	3.3%
ア	59	3.3%
ク	44	2.4%
Other values (61)	895	49.4%

Hiragana

Value	Count	Frequency (%)
の	197	7.4%
す	195	7.4%
で	190	7.2%
い	169	6.4%
ま	151	5.7%
に	120	4.5%
も	114	4.3%
て	111	4.2%
は	99	3.7%
な	92	3.5%
Other values (51)	1207	45.6%

VS

Value	Count	Frequency (%)
️	82	98.8%
︎	1	1.2%

Hangul

Value	Count	Frequency (%)
다	71	4.5%
니	67	4.3%
에	44	2.8%
있	38	2.4%
은	37	2.3%
집	34	2.2%
이	32	2.0%
가	27	1.7%
합	26	1.7%
장	26	1.7%
Other values (274)	1173	74.5%

Arrows

Value	Count	Frequency (%)
→	43	100.0%

Letterlike Symbols

Value	Count	Frequency (%)
™	28	100.0%

Dingbats

Value	Count	Frequency (%)
❤	27	100.0%

Bengali

Value	Count	Frequency (%)
০	7	100.0%

Arabic

Value	Count	Frequency (%)
ب	4	12.5%
ه	3	9.4%
ل	3	9.4%
ا	3	9.4%
ت	3	9.4%
ر	3	9.4%
ح	3	9.4%
ي	3	9.4%
ً	2	6.2%
أ	2	6.2%
Other values (3)	3	9.4%

Diacriticals

Value	Count	Frequency (%)
̄	4	50.0%
̈	2	25.0%
́	2	25.0%

Latin Ext Additional

Value	Count	Frequency (%)
ṁ	4	80.0%
ẹ	1	20.0%

Hebrew

Value	Count	Frequency (%)
ע	3	16.7%
ב	3	16.7%
ת	3	16.7%
ק	2	11.1%
צ	2	11.1%
ִ	2	11.1%
׳	1	5.6%
ר	1	5.6%
י	1	5.6%

Devanagari

Value	Count	Frequency (%)
त	2	16.7%
्	2	16.7%
स	2	16.7%
न	1	8.3%
म	1	8.3%
े	1	8.3%
व	1	8.3%
ा	1	8.3%
ग	1	8.3%

Currency Symbols

Value	Count	Frequency (%)
€	2	50.0%
₥	2	50.0%

CJK Ext A

Value	Count	Frequency (%)
䃼	2	40.0%
㝢	1	20.0%
㚈	1	20.0%
㤗	1	20.0%

Thai

Value	Count	Frequency (%)
น	2	11.1%
ล	2	11.1%
เ	2	11.1%
๑	2	11.1%
ร	1	5.6%
ั	1	5.6%
บ	1	5.6%
้	1	5.6%
อ	1	5.6%
ต	1	5.6%
Other values (4)	4	22.2%

Modifier Letters

Value	Count	Frequency (%)
˚	2	50.0%
ʼ	2	50.0%

Greek Ext

Value	Count	Frequency (%)
ᾶ	2	100.0%

Math Operators

Value	Count	Frequency (%)
⋯	2	66.7%
−	1	33.3%

Bopomofo

Value	Count	Frequency (%)
ㄧ	1	100.0%

first_review
Date

MISSING

Distinct	2554
Distinct (%)	4.4%
Missing	15864
Missing (%)	21.4%
Memory size	579.1 KiB

Minimum	2008-11-17 00:00:00
Maximum	2017-10-05 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

host_has_profile_pic
Boolean

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	188
Missing (%)	0.3%
Memory size	144.9 KiB

True	73697
False	226
(Missing)	188

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	73697	99.4%
False	226	0.3%
(Missing)	188	0.3%

host_identity_verified
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	188
Missing (%)	0.3%
Memory size	144.9 KiB

True	49748
False	24175
(Missing)	188

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	49748	67.1%
False	24175	32.6%
(Missing)	188	0.3%

host_response_rate
Text

MISSING

Distinct	80
Distinct (%)	0.1%
Missing	18299
Missing (%)	24.7%
Memory size	3.8 MiB

Length

Max length	4
Median length	4
Mean length	3.7591557
Min length	2

Characters and Unicode

Total characters	209806
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	6 ?
Unique (%)	< 0.1%

Sample

1st row	100%
2nd row	100%
3rd row	100%
4th row	100%
5th row	100%

Value	Count	Frequency (%)
100	43254	77.5%
90	2277	4.1%
80	1113	2.0%
0	883	1.6%
50	611	1.1%
70	508	0.9%
99	448	0.8%
67	433	0.8%
98	425	0.8%
94	401	0.7%
Other values (70)	5459	9.8%

Most occurring characters

Value	Count	Frequency (%)
0	92456	44.1%
%	55812	26.6%
1	43724	20.8%
9	6307	3.0%
8	3605	1.7%
7	2254	1.1%
6	1649	0.8%
5	1599	0.8%
3	1081	0.5%
4	734	0.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	153994	73.4%
Other Punctuation	55812	26.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	92456	60.0%
1	43724	28.4%
9	6307	4.1%
8	3605	2.3%
7	2254	1.5%
6	1649	1.1%
5	1599	1.0%
3	1081	0.7%
4	734	0.5%
2	585	0.4%

Other Punctuation

Value	Count	Frequency (%)
%	55812	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	209806	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	92456	44.1%
%	55812	26.6%
1	43724	20.8%
9	6307	3.0%
8	3605	1.7%
7	2254	1.1%
6	1649	0.8%
5	1599	0.8%
3	1081	0.5%
4	734	0.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	209806	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	92456	44.1%
%	55812	26.6%
1	43724	20.8%
9	6307	3.0%
8	3605	1.7%
7	2254	1.1%
6	1649	0.8%
5	1599	0.8%
3	1081	0.5%
4	734	0.3%

host_since
Date

Distinct	3087
Distinct (%)	4.2%
Missing	188
Missing (%)	0.3%
Memory size	579.1 KiB

Minimum	2008-03-03 00:00:00
Maximum	2017-10-04 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

instant_bookable
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	72.5 KiB

False	54660
True	19451

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	54660	73.8%
True	19451	26.2%

last_review
Date

MISSING

Distinct	1371
Distinct (%)	2.4%
Missing	15827
Missing (%)	21.4%
Memory size	579.1 KiB

Minimum	2009-01-21 00:00:00
Maximum	2017-10-05 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

latitude
Real number (ℝ)

UNIQUE

Distinct	74111
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	38.445958

Minimum	33.338905
Maximum	42.390437
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	579.1 KiB

Quantile statistics

Minimum	33.338905
5-th percentile	33.989601
Q1	34.127908
median	40.662138
Q3	40.746096
95-th percentile	41.985322
Maximum	42.390437
Range	9.0515325
Interquartile range (IQR)	6.6181882

Descriptive statistics

Standard deviation	3.0801666
Coefficient of variation (CV)	0.080116785
Kurtosis	-1.413862
Mean	38.445958
Median Absolute Deviation (MAD)	1.6688667
Skewness	-0.53476625
Sum	2849268.4
Variance	9.4874261
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
40.69652363	1	< 0.1%
40.71101773	1	< 0.1%
40.85749334	1	< 0.1%
38.89604308	1	< 0.1%
33.97213992	1	< 0.1%
34.13837029	1	< 0.1%
34.06886087	1	< 0.1%
42.34245931	1	< 0.1%
37.7808638	1	< 0.1%
40.70564845	1	< 0.1%
Other values (74101)	74101	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
33.33890467	1	< 0.1%
33.33900188	1	< 0.1%
33.33900666	1	< 0.1%
33.3393274	1	< 0.1%
33.34052097	1	< 0.1%
33.34091632	1	< 0.1%
33.34301097	1	< 0.1%
33.34328706	1	< 0.1%
33.34357368	1	< 0.1%
33.34362433	1	< 0.1%

Value	Count	Frequency (%)
42.39043718	1	< 0.1%
42.39024754	1	< 0.1%
42.38990669	1	< 0.1%
42.38982827	1	< 0.1%
42.38978814	1	< 0.1%
42.38977245	1	< 0.1%
42.38968173	1	< 0.1%
42.38965277	1	< 0.1%
42.38953063	1	< 0.1%
42.38903148	1	< 0.1%

longitude
Real number (ℝ)

UNIQUE

Distinct	74111
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-92.397525

Minimum	-122.5115
Maximum	-70.985047
Zeros	0
Zeros (%)	0.0%
Negative	74111
Negative (%)	100.0%
Memory size	579.1 KiB

Quantile statistics

Minimum	-122.5115
5-th percentile	-122.42291
Q1	-118.34237
median	-76.996965
Q3	-73.95466
95-th percentile	-73.776479
Maximum	-70.985047
Range	51.526453
Interquartile range (IQR)	44.387714

Descriptive statistics

Standard deviation	21.705322
Coefficient of variation (CV)	-0.23491237
Kurtosis	-1.7734749
Mean	-92.397525
Median Absolute Deviation (MAD)	3.1454079
Skewness	-0.40709996
Sum	-6847673
Variance	471.121
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-73.99161685	1	< 0.1%
-73.95331462	1	< 0.1%
-73.93258473	1	< 0.1%
-76.97616511	1	< 0.1%
-118.4518058	1	< 0.1%
-117.9924121	1	< 0.1%
-118.359568	1	< 0.1%
-71.07890448	1	< 0.1%
-122.4599743	1	< 0.1%
-73.92253876	1	< 0.1%
Other values (74101)	74101	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-122.5115	1	< 0.1%
-122.5109405	1	< 0.1%
-122.5109053	1	< 0.1%
-122.5096352	1	< 0.1%
-122.5093674	1	< 0.1%
-122.5093648	1	< 0.1%
-122.5093356	1	< 0.1%
-122.5092505	1	< 0.1%
-122.5092319	1	< 0.1%
-122.50916	1	< 0.1%

Value	Count	Frequency (%)
-70.9850466	1	< 0.1%
-70.98935853	1	< 0.1%
-70.99186148	1	< 0.1%
-70.99916563	1	< 0.1%
-71.00026054	1	< 0.1%
-71.00046159	1	< 0.1%
-71.00154803	1	< 0.1%
-71.00176944	1	< 0.1%
-71.0021228	1	< 0.1%
-71.00461976	1	< 0.1%

name
Text

Distinct	73359
Distinct (%)	99.0%
Missing	0
Missing (%)	0.0%
Memory size	6.6 MiB

Length

Max length	179
Median length	73
Mean length	34.847715
Min length	1

Characters and Unicode

Total characters	2582599
Distinct characters	1202
Distinct categories	22 ?
Distinct scripts	12 ?
Distinct blocks	19 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	72750 ?
Unique (%)	98.2%

Sample

1st row	Beautiful brownstone 1-bedroom
2nd row	Superb 3BR Apt Located Near Times Square
3rd row	The Garden Oasis
4th row	Beautiful Flat in the Heart of SF!
5th row	Great studio in midtown DC

Value	Count	Frequency (%)
in	22336	5.2%
room	12539	2.9%
	11187	2.6%
private	10305	2.4%
bedroom	9114	2.1%
apartment	7375	1.7%
cozy	6242	1.5%
the	6241	1.5%
apt	5687	1.3%
studio	5225	1.2%
Other values (18558)	330418	77.4%

Most occurring characters

Value	Count	Frequency (%)
	355038	13.7%
e	187195	7.2%
o	182717	7.1%
a	147686	5.7%
t	145892	5.6%
i	135968	5.3%
n	131309	5.1%
r	130915	5.1%
l	77952	3.0%
s	69094	2.7%
Other values (1192)	1018833	39.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1718157	66.5%
Uppercase Letter	395020	15.3%
Space Separator	355043	13.7%
Other Punctuation	52463	2.0%
Decimal Number	35091	1.4%
Dash Punctuation	10092	0.4%
Other Letter	9286	0.4%
Math Symbol	2534	0.1%
Close Punctuation	2029	0.1%
Open Punctuation	1815	0.1%
Other values (12)	1069	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
房	403	4.3%
立	143	1.5%
独	143	1.5%
的	139	1.5%
租	119	1.3%
大	118	1.3%
套	116	1.2%
市	114	1.2%
间	114	1.2%
人	114	1.2%
Other values (956)	7763	83.6%

Lowercase Letter

Value	Count	Frequency (%)
e	187195	10.9%
o	182717	10.6%
a	147686	8.6%
t	145892	8.5%
i	135968	7.9%
n	131309	7.6%
r	130915	7.6%
l	77952	4.5%
s	69094	4.0%
u	63698	3.7%
Other values (72)	445731	25.9%

Uppercase Letter

Value	Count	Frequency (%)
B	41934	10.6%
S	35811	9.1%
C	32915	8.3%
A	28954	7.3%
R	24851	6.3%
L	23768	6.0%
P	22686	5.7%
H	22482	5.7%
E	18672	4.7%
M	16227	4.1%
Other values (30)	126720	32.1%

Other Symbol

Value	Count	Frequency (%)
★	216	40.0%
❤	132	24.4%
☆	78	14.4%
♡	14	2.6%
☀	13	2.4%
♥	9	1.7%
™	9	1.7%
✿	9	1.7%
°	7	1.3%
✨	6	1.1%
Other values (20)	47	8.7%

Other Punctuation

Value	Count	Frequency (%)
,	12989	24.8%
!	12173	23.2%
/	9751	18.6%
.	6383	12.2%
&	4961	9.5%
'	1767	3.4%
*	1126	2.1%
:	962	1.8%
#	798	1.5%
"	522	1.0%
Other values (16)	1031	2.0%

Decimal Number

Value	Count	Frequency (%)
1	11808	33.6%
2	10437	29.7%
3	3685	10.5%
0	2624	7.5%
5	2287	6.5%
4	1784	5.1%
6	691	2.0%
9	651	1.9%
8	571	1.6%
7	553	1.6%

Math Symbol

Value	Count	Frequency (%)
+	1915	75.6%
\|	315	12.4%
~	224	8.8%
>	33	1.3%
=	30	1.2%
<	9	0.4%
¬	4	0.2%
～	3	0.1%
÷	1	< 0.1%

Close Punctuation

Value	Count	Frequency (%)
)	1848	91.1%
]	122	6.0%
）	28	1.4%
}	14	0.7%
】	13	0.6%
》	3	0.1%
｝	1	< 0.1%

Open Punctuation

Value	Count	Frequency (%)
(	1630	89.8%
[	124	6.8%
（	30	1.7%
{	14	0.8%
【	13	0.7%
《	3	0.2%
｛	1	0.1%

Nonspacing Mark

Value	Count	Frequency (%)
️	140	90.3%
े	5	3.2%
्	5	3.2%
︎	5	3.2%

Space Separator

Value	Count	Frequency (%)
	355038	> 99.9%
	3	< 0.1%
	2	< 0.1%

Dash Punctuation

Value	Count	Frequency (%)
-	10024	99.3%
—	38	0.4%
–	30	0.3%

Modifier Symbol

Value	Count	Frequency (%)
^	24	77.4%
`	6	19.4%
´	1	3.2%

Connector Punctuation

Value	Count	Frequency (%)
_	67	97.1%
‿	2	2.9%

Final Punctuation

Value	Count	Frequency (%)
’	18	69.2%
”	8	30.8%

Other Number

Value	Count	Frequency (%)
²	6	75.0%
½	2	25.0%

Currency Symbol

Value	Count	Frequency (%)
$	220	100.0%

Initial Punctuation

Value	Count	Frequency (%)
“	7	100.0%

Modifier Letter

Value	Count	Frequency (%)
ー	6	100.0%

Spacing Mark

Value	Count	Frequency (%)
ा	5	100.0%

Format

Value	Count	Frequency (%)
	1	100.0%

Enclosing Mark

Value	Count	Frequency (%)
⃣	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2113061	81.8%
Common	459975	17.8%
Han	8951	0.3%
Inherited	146	< 0.1%
Hangul	140	< 0.1%
Cyrillic	117	< 0.1%
Katakana	66	< 0.1%
Devanagari	42	< 0.1%
Hiragana	35	< 0.1%
Hebrew	31	< 0.1%
Other values (2)	35	< 0.1%

Most frequent character per script

Han

Value	Count	Frequency (%)
房	403	4.5%
立	143	1.6%
独	143	1.6%
的	139	1.6%
租	119	1.3%
大	118	1.3%
套	116	1.3%
市	114	1.3%
间	114	1.3%
人	114	1.3%
Other values (784)	7428	83.0%

Common

Value	Count	Frequency (%)
	355038	77.2%
,	12989	2.8%
!	12173	2.6%
1	11808	2.6%
2	10437	2.3%
-	10024	2.2%
/	9751	2.1%
.	6383	1.4%
&	4961	1.1%
3	3685	0.8%
Other values (98)	22726	4.9%

Latin

Value	Count	Frequency (%)
e	187195	8.9%
o	182717	8.6%
a	147686	7.0%
t	145892	6.9%
i	135968	6.4%
n	131309	6.2%
r	130915	6.2%
l	77952	3.7%
s	69094	3.3%
u	63698	3.0%
Other values (82)	840635	39.8%

Hangul

Value	Count	Frequency (%)
인	5	3.6%
하	4	2.9%
한	4	2.9%
집	4	2.9%
리	4	2.9%
다	4	2.9%
타	4	2.9%
운	4	2.9%
가	3	2.1%
의	3	2.1%
Other values (79)	101	72.1%

Katakana

Value	Count	Frequency (%)
ン	6	9.1%
ス	4	6.1%
ロ	4	6.1%
レ	4	6.1%
ト	3	4.5%
ッ	3	4.5%
ル	3	4.5%
オ	3	4.5%
ェ	2	3.0%
シ	2	3.0%
Other values (25)	32	48.5%

Cyrillic

Value	Count	Frequency (%)
р	9	7.7%
а	9	7.7%
е	8	6.8%
о	8	6.8%
н	8	6.8%
с	8	6.8%
у	6	5.1%
и	6	5.1%
т	6	5.1%
л	5	4.3%
Other values (21)	44	37.6%

Hiragana

Value	Count	Frequency (%)
で	4	11.4%
お	3	8.6%
の	3	8.6%
い	3	8.6%
る	2	5.7%
な	2	5.7%
と	2	5.7%
っ	2	5.7%
に	2	5.7%
ま	2	5.7%
Other values (10)	10	28.6%

Hebrew

Value	Count	Frequency (%)
י	5	16.1%
ו	5	16.1%
ב	4	12.9%
ר	4	12.9%
ה	2	6.5%
ת	2	6.5%
ע	2	6.5%
ג	1	3.2%
ס	1	3.2%
מ	1	3.2%
Other values (4)	4	12.9%

Devanagari

Value	Count	Frequency (%)
ग	5	11.9%
ा	5	11.9%
े	5	11.9%
व	5	11.9%
्	5	11.9%
स	5	11.9%
त	5	11.9%
ह	5	11.9%
ॐ	2	4.8%

Arabic

Value	Count	Frequency (%)
أ	5	16.7%
ه	5	16.7%
ك	5	16.7%
ل	5	16.7%
ا	5	16.7%
ب	5	16.7%

Inherited

Value	Count	Frequency (%)
️	140	95.9%
︎	5	3.4%
⃣	1	0.7%

Syriac

Value	Count	Frequency (%)
ܓ	5	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2571710	99.6%
CJK	8951	0.3%
None	639	< 0.1%
Misc Symbols	341	< 0.1%
Dingbats	166	< 0.1%
Punctuation	153	< 0.1%
VS	145	< 0.1%
Hangul	140	< 0.1%
Cyrillic	117	< 0.1%
Katakana	73	< 0.1%
Other values (9)	164	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	355038	13.8%
e	187195	7.3%
o	182717	7.1%
a	147686	5.7%
t	145892	5.7%
i	135968	5.3%
n	131309	5.1%
r	130915	5.1%
l	77952	3.0%
s	69094	2.7%
Other values (85)	1007944	39.2%

CJK

Value	Count	Frequency (%)
房	403	4.5%
立	143	1.6%
独	143	1.6%
的	139	1.6%
租	119	1.3%
大	118	1.3%
套	116	1.3%
市	114	1.3%
间	114	1.3%
人	114	1.3%
Other values (784)	7428	83.0%

None

Value	Count	Frequency (%)
，	262	41.0%
。	54	8.5%
！	43	6.7%
、	39	6.1%
（	30	4.7%
）	28	4.4%
à	19	3.0%
】	13	2.0%
【	13	2.0%
ó	12	1.9%
Other values (57)	126	19.7%

Misc Symbols

Value	Count	Frequency (%)
★	216	63.3%
☆	78	22.9%
♡	14	4.1%
☀	13	3.8%
♥	9	2.6%
☺	5	1.5%
☞	3	0.9%
☜	1	0.3%
⚡	1	0.3%
☕	1	0.3%

VS

Value	Count	Frequency (%)
️	140	96.6%
︎	5	3.4%

Dingbats

Value	Count	Frequency (%)
❤	132	79.5%
✿	9	5.4%
✨	6	3.6%
✭	5	3.0%
✔	3	1.8%
✌	2	1.2%
✽	2	1.2%
❉	2	1.2%
✈	2	1.2%
✫	2	1.2%

Punctuation

Value	Count	Frequency (%)
•	38	24.8%
—	38	24.8%
–	30	19.6%
’	18	11.8%
”	8	5.2%
⁂	8	5.2%
“	7	4.6%
…	4	2.6%
‿	2	1.3%

Cyrillic

Value	Count	Frequency (%)
р	9	7.7%
а	9	7.7%
е	8	6.8%
о	8	6.8%
н	8	6.8%
с	8	6.8%
у	6	5.1%
и	6	5.1%
т	6	5.1%
л	5	4.3%
Other values (21)	44	37.6%

Letterlike Symbols

Value	Count	Frequency (%)
™	9	100.0%

Katakana

Value	Count	Frequency (%)
ー	6	8.2%
ン	6	8.2%
ス	4	5.5%
ロ	4	5.5%
レ	4	5.5%
ト	3	4.1%
ッ	3	4.1%
ル	3	4.1%
オ	3	4.1%
ェ	2	2.7%
Other values (27)	35	47.9%

Devanagari

Value	Count	Frequency (%)
ग	5	11.9%
ा	5	11.9%
े	5	11.9%
व	5	11.9%
्	5	11.9%
स	5	11.9%
त	5	11.9%
ह	5	11.9%
ॐ	2	4.8%

Syriac

Value	Count	Frequency (%)
ܓ	5	100.0%

Hangul

Value	Count	Frequency (%)
인	5	3.6%
하	4	2.9%
한	4	2.9%
집	4	2.9%
리	4	2.9%
다	4	2.9%
타	4	2.9%
운	4	2.9%
가	3	2.1%
의	3	2.1%
Other values (79)	101	72.1%

Hebrew

Value	Count	Frequency (%)
י	5	16.1%
ו	5	16.1%
ב	4	12.9%
ר	4	12.9%
ה	2	6.5%
ת	2	6.5%
ע	2	6.5%
ג	1	3.2%
ס	1	3.2%
מ	1	3.2%
Other values (4)	4	12.9%

Arabic

Value	Count	Frequency (%)
أ	5	16.7%
ه	5	16.7%
ك	5	16.7%
ل	5	16.7%
ا	5	16.7%
ب	5	16.7%

Hiragana

Value	Count	Frequency (%)
で	4	11.4%
お	3	8.6%
の	3	8.6%
い	3	8.6%
る	2	5.7%
な	2	5.7%
と	2	5.7%
っ	2	5.7%
に	2	5.7%
ま	2	5.7%
Other values (10)	10	28.6%

Block Elements

Value	Count	Frequency (%)
░	4	40.0%
▒	2	20.0%
▓	2	20.0%
█	2	20.0%

Geometric Shapes

Value	Count	Frequency (%)
●	1	100.0%

Misc Technical

Value	Count	Frequency (%)
⏳	1	100.0%

neighbourhood
Text

MISSING

Distinct	619
Distinct (%)	0.9%
Missing	6872
Missing (%)	9.3%
Memory size	4.6 MiB

Length

Max length	35
Median length	28
Mean length	11.865971
Min length	4

Characters and Unicode

Total characters	797856
Distinct characters	58
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	48 ?
Unique (%)	0.1%

Sample

1st row	Brooklyn Heights
2nd row	Hell's Kitchen
3rd row	Harlem
4th row	Lower Haight
5th row	Columbia Heights

Value	Count	Frequency (%)
east	4862	4.3%
heights	4530	4.0%
west	3702	3.3%
side	3484	3.1%
park	3230	2.8%
hollywood	3002	2.6%
williamsburg	2862	2.5%
upper	2602	2.3%
hill	2555	2.3%
harlem	2167	1.9%
Other values (607)	80461	70.9%

Most occurring characters

Value	Count	Frequency (%)
e	68774	8.6%
i	58130	7.3%
a	53368	6.7%
t	50083	6.3%
o	49977	6.3%
l	49298	6.2%
	46224	5.8%
s	44487	5.6%
r	44041	5.5%
n	39745	5.0%
Other values (48)	293729	36.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	621810	77.9%
Uppercase Letter	121753	15.3%
Space Separator	46224	5.8%
Dash Punctuation	4361	0.5%
Other Punctuation	3526	0.4%
Decimal Number	182	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	68774	11.1%
i	58130	9.3%
a	53368	8.6%
t	50083	8.1%
o	49977	8.0%
l	49298	7.9%
s	44487	7.2%
r	44041	7.1%
n	39745	6.4%
d	24171	3.9%
Other values (16)	139736	22.5%

Uppercase Letter

Value	Count	Frequency (%)
H	16771	13.8%
S	12911	10.6%
W	11219	9.2%
B	10036	8.2%
C	8717	7.2%
M	6899	5.7%
P	6663	5.5%
E	6662	5.5%
L	5076	4.2%
V	4692	3.9%
Other values (14)	32107	26.4%

Other Punctuation

Value	Count	Frequency (%)
/	2127	60.3%
'	1338	37.9%
.	48	1.4%
,	13	0.4%

Decimal Number

Value	Count	Frequency (%)
1	91	50.0%
6	91	50.0%

Space Separator

Value	Count	Frequency (%)
	46224	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	4361	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	743563	93.2%
Common	54293	6.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	68774	9.2%
i	58130	7.8%
a	53368	7.2%
t	50083	6.7%
o	49977	6.7%
l	49298	6.6%
s	44487	6.0%
r	44041	5.9%
n	39745	5.3%
d	24171	3.3%
Other values (40)	261489	35.2%

Common

Value	Count	Frequency (%)
	46224	85.1%
-	4361	8.0%
/	2127	3.9%
'	1338	2.5%
1	91	0.2%
6	91	0.2%
.	48	0.1%
,	13	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	797856	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	68774	8.6%
i	58130	7.3%
a	53368	6.7%
t	50083	6.3%
o	49977	6.3%
l	49298	6.2%
	46224	5.8%
s	44487	5.6%
r	44041	5.5%
n	39745	5.0%
Other values (48)	293729	36.8%

number_of_reviews
Real number (ℝ)

ZEROS

Distinct	371
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20.900568

Minimum	0
Maximum	605
Zeros	15819
Zeros (%)	21.3%
Negative	0
Negative (%)	0.0%
Memory size	579.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	6
Q3	23
95-th percentile	95
Maximum	605
Range	605
Interquartile range (IQR)	22

Descriptive statistics

Standard deviation	37.828641
Coefficient of variation (CV)	1.8099336
Kurtosis	20.650051
Mean	20.900568
Median Absolute Deviation (MAD)	6
Skewness	3.702835
Sum	1548962
Variance	1431.0061
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	15819	21.3%
1	7106	9.6%
2	4750	6.4%
3	3661	4.9%
4	2912	3.9%
5	2518	3.4%
6	2032	2.7%
7	1851	2.5%
8	1678	2.3%
9	1441	1.9%
Other values (361)	30343	40.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	15819	21.3%
1	7106	9.6%
2	4750	6.4%
3	3661	4.9%
4	2912	3.9%
5	2518	3.4%
6	2032	2.7%
7	1851	2.5%
8	1678	2.3%
9	1441	1.9%

Value	Count	Frequency (%)
605	1	< 0.1%
542	1	< 0.1%
532	1	< 0.1%
530	1	< 0.1%
525	1	< 0.1%
505	1	< 0.1%
495	1	< 0.1%
492	1	< 0.1%
480	1	< 0.1%
474	1	< 0.1%

review_scores_rating
Real number (ℝ)

MISSING

Distinct	54
Distinct (%)	0.1%
Missing	16722
Missing (%)	22.6%
Infinite	0
Infinite (%)	0.0%
Mean	94.067365

Minimum	20
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	579.1 KiB

Quantile statistics

Minimum	20
5-th percentile	80
Q1	92
median	96
Q3	100
95-th percentile	100
Maximum	100
Range	80
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	7.8365561
Coefficient of variation (CV)	0.083307916
Kurtosis	20.021052
Mean	94.067365
Median Absolute Deviation (MAD)	4
Skewness	-3.3808606
Sum	5398432
Variance	61.411612
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100	16215	21.9%
98	4374	5.9%
97	4087	5.5%
96	4081	5.5%
95	3713	5.0%
93	3647	4.9%
90	2852	3.8%
99	2631	3.6%
94	2618	3.5%
80	2163	2.9%
Other values (44)	11008	14.9%
(Missing)	16722	22.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20	97	0.1%
27	2	< 0.1%
30	4	< 0.1%
35	1	< 0.1%
40	90	0.1%
47	5	< 0.1%
49	1	< 0.1%
50	30	< 0.1%
53	10	< 0.1%
54	1	< 0.1%

Value	Count	Frequency (%)
100	16215	21.9%
99	2631	3.6%
98	4374	5.9%
97	4087	5.5%
96	4081	5.5%
95	3713	5.0%
94	2618	3.5%
93	3647	4.9%
92	2064	2.8%
91	1615	2.2%

thumbnail_url
URL

MISSING

Distinct	65883
Distinct (%)	> 99.9%
Missing	8216
Missing (%)	11.1%
Memory size	9.5 MiB

https://a0.muscache.com/im/pictures/70087089/bc66229a_original.jpg?aki_policy=small	3
https://a0.muscache.com/im/pictures/39dc7b1a-15ca-4820-ac7d-44325007f1a2.jpg?aki_policy=small	2
https://a0.muscache.com/im/pictures/105275678/2ec252ae_original.jpg?aki_policy=small	2
https://a0.muscache.com/im/pictures/61042471/5543b0e0_original.jpg?aki_policy=small	2
https://a0.muscache.com/im/pictures/104667326/a7a2b145_original.jpg?aki_policy=small	2
Other values (65878)	65884
(Missing)	8216

Value	Count	Frequency (%)
https://a0.muscache.com/im/pictures/70087089/bc66229a_original.jpg?aki_policy=small	3	< 0.1%
https://a0.muscache.com/im/pictures/39dc7b1a-15ca-4820-ac7d-44325007f1a2.jpg?aki_policy=small	2	< 0.1%
https://a0.muscache.com/im/pictures/105275678/2ec252ae_original.jpg?aki_policy=small	2	< 0.1%
https://a0.muscache.com/im/pictures/61042471/5543b0e0_original.jpg?aki_policy=small	2	< 0.1%
https://a0.muscache.com/im/pictures/104667326/a7a2b145_original.jpg?aki_policy=small	2	< 0.1%
https://a0.muscache.com/im/pictures/4491e5c5-33f6-4704-9887-76a059f86fda.jpg?aki_policy=small	2	< 0.1%
https://a0.muscache.com/im/pictures/623a5884-0613-4cbd-962f-bbd28c7f47bc.jpg?aki_policy=small	2	< 0.1%
https://a0.muscache.com/im/pictures/95059281/d8bfc436_original.jpg?aki_policy=small	2	< 0.1%
https://a0.muscache.com/im/pictures/109405834/9a555e66_original.jpg?aki_policy=small	2	< 0.1%
https://a0.muscache.com/im/pictures/23033013/54d62516_original.jpg?aki_policy=small	2	< 0.1%
Other values (65873)	65874	88.9%
(Missing)	8216	11.1%

Value	Count	Frequency (%)
https	65895	88.9%
(Missing)	8216	11.1%

Value	Count	Frequency (%)
a0.muscache.com	65895	88.9%
(Missing)	8216	11.1%

Value	Count	Frequency (%)
/im/pictures/70087089/bc66229a_original.jpg	3	< 0.1%
/im/pictures/23033013/54d62516_original.jpg	2	< 0.1%
/im/pictures/104667326/a7a2b145_original.jpg	2	< 0.1%
/im/pictures/95059281/d8bfc436_original.jpg	2	< 0.1%
/im/pictures/4491e5c5-33f6-4704-9887-76a059f86fda.jpg	2	< 0.1%
/im/pictures/623a5884-0613-4cbd-962f-bbd28c7f47bc.jpg	2	< 0.1%
/im/pictures/109405834/9a555e66_original.jpg	2	< 0.1%
/im/pictures/28563531/1000de61_original.jpg	2	< 0.1%
/im/pictures/61042471/5543b0e0_original.jpg	2	< 0.1%
/im/pictures/39dc7b1a-15ca-4820-ac7d-44325007f1a2.jpg	2	< 0.1%
Other values (65873)	65874	88.9%
(Missing)	8216	11.1%

Value	Count	Frequency (%)
aki_policy=small	65895	88.9%
(Missing)	8216	11.1%

Value	Count	Frequency (%)
	65895	88.9%
(Missing)	8216	11.1%

zipcode
Text

MISSING

Distinct	769
Distinct (%)	1.1%
Missing	966
Missing (%)	1.3%
Memory size	4.4 MiB

Length

Max length	31
Median length	5
Mean length	5.2435847
Min length	1

Characters and Unicode

Total characters	383542
Distinct characters	20
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	94 ?
Unique (%)	0.1%

Sample

1st row	11201
2nd row	10019
3rd row	10027
4th row	94117.0
5th row	20009

Value	Count	Frequency (%)
11211.0	1368	1.9%
90291	1274	1.7%
11221	1188	1.6%
94110	988	1.4%
90046	967	1.3%
20002	952	1.3%
20009	923	1.3%
20001	820	1.1%
90028	782	1.1%
10019	775	1.1%
Other values (757)	63109	86.3%

Most occurring characters

Value	Count	Frequency (%)
0	109061	28.4%
1	93334	24.3%
2	47937	12.5%
9	37281	9.7%
6	21282	5.5%
3	19109	5.0%
4	18798	4.9%
5	10106	2.6%
7	9678	2.5%
.	8857	2.3%
Other values (10)	8099	2.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	374634	97.7%
Other Punctuation	8857	2.3%
Control	28	< 0.1%
Dash Punctuation	15	< 0.1%
Lowercase Letter	4	< 0.1%
Space Separator	3	< 0.1%
Uppercase Letter	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	109061	29.1%
1	93334	24.9%
2	47937	12.8%
9	37281	10.0%
6	21282	5.7%
3	19109	5.1%
4	18798	5.0%
5	10106	2.7%
7	9678	2.6%
8	8048	2.1%

Lowercase Letter

Value	Count	Frequency (%)
m	1	25.0%
e	1	25.0%
a	1	25.0%
r	1	25.0%

Control

Value	Count	Frequency (%)
	24	85.7%
	4	14.3%

Other Punctuation

Value	Count	Frequency (%)
.	8857	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	15	100.0%

Space Separator

Value	Count	Frequency (%)
	3	100.0%

Uppercase Letter

Value	Count	Frequency (%)
N	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	383537	> 99.9%
Latin	5	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	109061	28.4%
1	93334	24.3%
2	47937	12.5%
9	37281	9.7%
6	21282	5.5%
3	19109	5.0%
4	18798	4.9%
5	10106	2.6%
7	9678	2.5%
.	8857	2.3%
Other values (5)	8094	2.1%

Latin

Value	Count	Frequency (%)
m	1	20.0%
N	1	20.0%
e	1	20.0%
a	1	20.0%
r	1	20.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	383542	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	109061	28.4%
1	93334	24.3%
2	47937	12.5%
9	37281	9.7%
6	21282	5.5%
3	19109	5.0%
4	18798	4.9%
5	10106	2.6%
7	9678	2.5%
.	8857	2.3%
Other values (10)	8099	2.1%

bedrooms
Real number (ℝ)

ZEROS

Distinct	11
Distinct (%)	< 0.1%
Missing	91
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	1.265793

Minimum	0
Maximum	10
Zeros	6715
Zeros (%)	9.1%
Negative	0
Negative (%)	0.0%
Memory size	579.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	1
95-th percentile	3
Maximum	10
Range	10
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.85214349
Coefficient of variation (CV)	0.67320918
Kurtosis	7.5841023
Mean	1.265793
Median Absolute Deviation (MAD)	0
Skewness	1.9898487
Sum	93694
Variance	0.72614853
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
1	49784	67.2%
2	11351	15.3%
0	6715	9.1%
3	4309	5.8%
4	1330	1.8%
5	355	0.5%
6	106	0.1%
7	38	0.1%
8	14	< 0.1%
10	10	< 0.1%
(Missing)	91	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	6715	9.1%
1	49784	67.2%
2	11351	15.3%
3	4309	5.8%
4	1330	1.8%
5	355	0.5%
6	106	0.1%
7	38	0.1%
8	14	< 0.1%
9	8	< 0.1%

Value	Count	Frequency (%)
10	10	< 0.1%
9	8	< 0.1%
8	14	< 0.1%
7	38	0.1%
6	106	0.1%
5	355	0.5%
4	1330	1.8%
3	4309	5.8%
2	11351	15.3%
1	49784	67.2%

beds
Real number (ℝ)

Distinct	18
Distinct (%)	< 0.1%
Missing	131
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	1.7108678

Minimum	0
Maximum	18
Zeros	4
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	579.1 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	1
Q3	2
95-th percentile	4
Maximum	18
Range	18
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.2541417
Coefficient of variation (CV)	0.73304422
Kurtosis	19.722605
Mean	1.7108678
Median Absolute Deviation (MAD)	0
Skewness	3.3580002
Sum	126570
Variance	1.5728715
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
1	45144	60.9%
2	16704	22.5%
3	6442	8.7%
4	3065	4.1%
5	1287	1.7%
6	661	0.9%
7	216	0.3%
8	186	0.3%
10	88	0.1%
9	72	0.1%
Other values (8)	115	0.2%
(Missing)	131	0.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4	< 0.1%
1	45144	60.9%
2	16704	22.5%
3	6442	8.7%
4	3065	4.1%
5	1287	1.7%
6	661	0.9%
7	216	0.3%
8	186	0.3%
9	72	0.1%

Value	Count	Frequency (%)
18	1	< 0.1%
16	38	0.1%
15	6	< 0.1%
14	4	< 0.1%
13	10	< 0.1%
12	29	< 0.1%
11	23	< 0.1%
10	88	0.1%
9	72	0.1%
8	186	0.3%

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	id	log_price	property_type	room_type	amenities	accommodates	bathrooms	bed_type	cancellation_policy	cleaning_fee	city	description	first_review	host_has_profile_pic	host_identity_verified	host_response_rate	host_since	instant_bookable	last_review	latitude	longitude	name	neighbourhood	number_of_reviews	review_scores_rating	thumbnail_url	zipcode	bedrooms	beds
0	6901257	5.010635	Apartment	Entire home/apt	{"Wireless Internet","Air conditioning",Kitchen,Heating,"Family/kid friendly",Essentials,"Hair dryer",Iron,"translation missing: en.hosting_amenity_50"}	3	1.0	Real Bed	strict	True	NYC	Beautiful, sunlit brownstone 1-bedroom in the loveliest neighborhood in Brooklyn. Blocks from the promenade and Brooklyn Bridge Park, with their stunning views of Manhattan, and from the great shopping and food.	2016-06-18	t	t	NaN	2012-03-26	f	2016-07-18	40.696524	-73.991617	Beautiful brownstone 1-bedroom	Brooklyn Heights	2	100.0	https://a0.muscache.com/im/pictures/6d7cbbf7-c034-459c-bc82-6522c957627c.jpg?aki_policy=small	11201	1.0	1.0
1	6304928	5.129899	Apartment	Entire home/apt	{"Wireless Internet","Air conditioning",Kitchen,Heating,"Family/kid friendly",Washer,Dryer,"Smoke detector","Fire extinguisher",Essentials,Shampoo,Hangers,"Hair dryer",Iron,"translation missing: en.hosting_amenity_50"}	7	1.0	Real Bed	strict	True	NYC	Enjoy travelling during your stay in Manhattan. My place is centrally located near Times Square and Central Park with easy access to main subways as well as walking distance to many popular restaurants and bus tours. My place is close to the subway, Totto Ramen, Hell's Kitchen, Ippudo Westside, Empanada Mama, Intrepid Sea, Air & Space Museum. My place has three true bedrooms and one bathroom. The kitchen is stocked with stainless steel appliances like the Keurig machine. The living room is spacious and can accommodate another person thanks to the pull out bed. My place is centrally located to some of the top attractions in the city. Feel free to explore the entire apartment and do not worry about sharing the space with any strangers. This is all yours during your stay. I am available via text/email/phone for anything you might need. - Times Square - Rockefeller Plaza - Central Park - 5th Avenue Shopping -Broadway Theater District - Empire State Building - Hudson River Express Subwa	2017-08-05	t	f	100%	2017-06-19	t	2017-09-23	40.766115	-73.989040	Superb 3BR Apt Located Near Times Square	Hell's Kitchen	6	93.0	https://a0.muscache.com/im/pictures/348a55fe-4b65-452a-b48a-bfecb3b58a66.jpg?aki_policy=small	10019	3.0	3.0
2	7919400	4.976734	Apartment	Entire home/apt	{TV,"Cable TV","Wireless Internet","Air conditioning",Kitchen,Breakfast,"Buzzer/wireless intercom",Heating,"Family/kid friendly","Smoke detector","Carbon monoxide detector","Fire extinguisher",Essentials,Shampoo,Hangers,"Hair dryer",Iron,"Laptop friendly workspace","translation missing: en.hosting_amenity_50"}	5	1.0	Real Bed	moderate	True	NYC	The Oasis comes complete with a full backyard with outdoor furniture to make the most of this summer vacation!! The unit has high ceilings, a completed renovation throughout, beautiful flood lighting and exposed brick! Best part, total seclusion. You share with no one! The entire unit is yours during your stay. It's a fully furnished apartment that can hold up to 5 people. The only items you need are a toothbrush and your luggage!!! The unit has high ceilings, a completed renovation throughout, beautiful flood lighting and exposed brick! Not to mention the large backyard complete with ourdoor furniture. Best part, total seclusion. You share with no one! The entire unit is yours during your stay. The entire unit and backyard Garden area My assistant is available off site via phone. Other than that, you will be alone for your stay. The neighborhood of central Harlem is very diverse and full of culture! We are a few blocks from Historic 125th Street, The Apollo Theatre, The Schomburg	2017-04-30	t	t	100%	2016-10-25	t	2017-09-14	40.808110	-73.943756	The Garden Oasis	Harlem	10	92.0	https://a0.muscache.com/im/pictures/6fae5362-9e3a-4fa9-aa54-bbd5ea26538d.jpg?aki_policy=small	10027	1.0	3.0
3	13418779	6.620073	House	Entire home/apt	{TV,"Cable TV",Internet,"Wireless Internet",Kitchen,"Indoor fireplace","Buzzer/wireless intercom",Heating,Washer,Dryer,"Smoke detector","Carbon monoxide detector","First aid kit","Fire extinguisher",Essentials}	4	1.0	Real Bed	flexible	True	SF	This light-filled home-away-from-home is super clean and comes with all of the modern amenities travelers could want. Located on a quiet street in the very trendy, super central Lower Haight neighborhood. 15 minutes to Superbowl City! Avail 2/4-2/8. Tucked away on a quaint and quiet one-way street just one block away from the restaurants, shops and bars on Haight Street. There are trains and buses just a block away to get around the city. Super central and trendy!	NaN	t	t	NaN	2015-04-19	f	NaN	37.772004	-122.431619	Beautiful Flat in the Heart of SF!	Lower Haight	0	NaN	https://a0.muscache.com/im/pictures/72208dad-9c86-41ea-a735-43d933111063.jpg?aki_policy=small	94117.0	2.0	2.0
4	3808709	4.744932	Apartment	Entire home/apt	{TV,Internet,"Wireless Internet","Air conditioning",Kitchen,"Elevator in building",Heating,"Smoke detector","Carbon monoxide detector","Fire extinguisher",Essentials,Shampoo}	2	1.0	Real Bed	moderate	True	DC	Cool, cozy, and comfortable studio located in the heart of the city. Literally a 10 min walk to Columbia Heights metro where you'll find shopping, theater, bars and diverse restaurants. Fits two very well, and is very convenient to other great areas. Welcome home! It's in a diverse building, where you meet alot of international people. It's located around different embassies, whom may provide a tour. Theres tons of people from over the world! Tons of different restaurants, and cultural things to do. Less than a mile walk to Dupont Circle, U Street, Adams Morgan, Columbia Heights metro. Tons of buses, and underground metro at your fingertips I can provide groceries for an affordable fee	2015-05-12	t	t	100%	2015-03-01	t	2017-01-22	38.925627	-77.034596	Great studio in midtown DC	Columbia Heights	4	40.0	NaN	20009	0.0	1.0
5	12422935	4.442651	Apartment	Private room	{TV,"Wireless Internet",Heating,"Smoke detector","Carbon monoxide detector","First aid kit","Fire extinguisher",Essentials,Hangers,"Laptop friendly workspace"}	2	1.0	Real Bed	strict	True	SF	Beautiful private room overlooking scenic views in San Francisco's upscale Noe Valley neighborhood. You'll have your own bedroom, queen bed, dresser, wardrobe, smart TV, workstation, desk&chair, WiFi, and kitchen. Fresh towels and linens are provided for your convenience. MUNI bus stop and all tech shuttles are around the corner, J-Church subway is 5-minute walk away. Restaurants, bars, and cafes are around the corner. Ideal location for experiencing SF or commuting to Silicon Valley. We'll provide 100% cotton sheets and fresh towels. You'll have access to the full size bathroom as well as the kitchen. We'll also provide high speed business class WiFi internet, as well as HBO and Net"ix on your private TV. Guests will have access to kitchen and bathroom in addition to their private bedroom. We'll interact with you as much as you'd like to make your stay as comfortable as possible. We are available if you need us but will not disturb you otherwise. One of the sunniest neighborhoods in S	2017-08-27	t	t	100%	2017-06-07	t	2017-09-05	37.753164	-122.429526	Comfort Suite San Francisco	Noe Valley	3	100.0	https://a0.muscache.com/im/pictures/82509143-4b21-44eb-a556-e3c1e0afac60.jpg?aki_policy=small	94131	1.0	1.0
6	11825529	4.418841	Apartment	Entire home/apt	{TV,Internet,"Wireless Internet","Air conditioning",Pool,Kitchen,"Free parking on premises",Gym,"Elevator in building","Hot tub",Heating,"Family/kid friendly",Washer,Dryer,"Smoke detector","Carbon monoxide detector",Essentials,Shampoo,Hangers,"Hair dryer","Laptop friendly workspace"}	3	1.0	Real Bed	moderate	True	LA	Warm and cozy studio with full kitchen and bathroom. Big balcony. Parking included. Walk to the beach, rent a bike, eat at variety of restaurants, see boats at Marina harbor! Great location! Friendly neighborhood! Meet locals at "Cow's End" famous coffee and wrap cafe. Great experience all around. This is a non smoking apartment. Warm and cozy studio with full kitchen and bathroom. Big balcony. Parking included. Walk to the beach, rent a bike, eat at variety of restaurants, see boats at Marina harbor! Great location! Friendly neighborhood! Meet locals at "Cow's End" famous coffee and wrap cafe. Great experience all around. Close to the beach, lots of entertainment, balcony, full kitchen. Gated parking, swimming pool, beach activities, Venice Beach, Marina Harbor At the check in, to deliver the keys. Quite peaceful place, friendly locals, fresh ocean breeze, Venice canals, marina harbor. Yes, the is Bus and uber Gated parking, swimming pool, beach activities, Venice Beach, Marina Har	2017-03-10	t	f	100%	2017-03-03	t	2017-04-21	33.980454	-118.462821	Beach Town Studio and Parking!!!11h	NaN	15	97.0	https://a0.muscache.com/im/pictures/4c920c60-43dc-4169-a0da-ccf37f1d7a94.jpg?aki_policy=small	90292	1.0	1.0
7	13971273	4.787492	Condominium	Entire home/apt	{TV,"Cable TV","Wireless Internet","Wheelchair accessible",Pool,Kitchen,"Free parking on premises",Doorman,Dog(s),Cat(s),"Other pet(s)","Elevator in building","Hot tub","Buzzer/wireless intercom",Heating,"Family/kid friendly",Washer,Dryer,"Smoke detector","Carbon monoxide detector","First aid kit",Essentials,Shampoo,"Lock on bedroom door",Hangers,"Hair dryer"}	2	1.0	Real Bed	moderate	True	LA	Arguably the best location (and safest) in downtown LA. Steps away from Staples Center, LA Live, LA Convention Center, 2 metro stations. Next door to FIDM. Convenience: Starbucks & cleaner in the building. Ralph's across the street. FREE ASSIGNED GATED INDOOR PARKING. FREE WIFI. Fully stocked kitchen. PANORAMIC view of DTLA neighborhoods and LA Live, on your private balcony that spans the entire living room and bedroom. Luxury hotel-style living with concierge, lobby, pool, jacuzzi, etc! Bright, airy and cozy 1 bedroom condo - all to yourself! 1 assigned parking space (indoor, gated), at no additional charge. Condo is located in South Park, the sub-neighborhood of Downtown LA with premium luxury high rise buildings (Ritz-Carlton, EVO, and many more). It is next to the Financial District and a stone's throw away from Korea Town and Little Tokyo. Several blocks away from 4 major freeways: 110, 5, 10 and 101. Several blocks away from 4 major freeways: 110, 5, 10 and 101. 3 blocks aw	2016-12-16	t	t	100%	2013-05-18	f	2017-04-12	34.046737	-118.260439	Near LA Live, Staple's. Starbucks inside. OWN VIEW	Downtown	9	93.0	https://a0.muscache.com/im/pictures/61bd05d5-c4db-4c49-9f87-c0981c2d83b9.jpg?aki_policy=small	90015	1.0	1.0
8	180792	4.787492	House	Private room	{TV,"Cable TV","Wireless Internet","Pets live on this property",Dog(s),Heating,"Smoke detector","First aid kit",Essentials,Shampoo,"Lock on bedroom door",Hangers,"Hair dryer","Private entrance","Hot water","Bed linens","Extra pillows and blankets","Coffee maker",Refrigerator,"Dishes and silverware","Garden or backyard"}	2	1.0	Real Bed	moderate	True	SF	Garden Studio with private entrance from the street and garden patio sitting area in a charming house in front of Lincoln Park(URL HIDDEN) Queen bed, en suite bathroom and Breakfast bar. Quiet neighborhood away from the crowds. Great location. Your private entrance leads to a beautiful garden-patio,an excellent place to enjoy a cup of coffee or a glass of wine. When you enter to your private room you will find a comfortable Queen size bed, en suite bathroom,closet, a table for two and a Breakfast Bar area with mini-fridge, coffee maker,kettle, toaster oven and few goodies awaiting for you. Please note, there is no kitchen. Flat screen CableTV, Free Wifi and maps of the area as well. This is a studio in a garden level of a private home. Our family living space is above it and there can be a modest amount of noise briefly in the morning and again in the evening. People enjoy having their own separate entrance, an added bonus to an already great and welcoming space. W	2016-02-13	t	f	100%	2015-06-04	f	2017-09-24	37.781128	-122.501095	Cozy Garden Studio - Private Entry	Richmond District	159	99.0	https://a0.muscache.com/im/pictures/0ed6c128-7d60-4e05-b3bf-63158a230f70.jpg?aki_policy=small	94121	1.0	1.0
9	5385260	3.583519	House	Private room	{"Wireless Internet","Air conditioning",Kitchen,"Free parking on premises",Heating,"Family/kid friendly",Washer,Essentials,Shampoo,Hangers,"Hair dryer","Laptop friendly workspace","translation missing: en.hosting_amenity_50"}	2	1.0	Real Bed	moderate	True	LA	Quiet community. Close to supermarkets,restaurants,60 freeway.Looking forward to provide you with high quality service 安全宁静的街区, 近华人及韩国超市,餐厅,近60号高速。欢迎旅行商住宽敞、明亮、干净、整洁、出入方便 Available kitchen,laundry,living room 可使用厨房洗衣间及客厅 Anytime contact with message or email.phone call available 9am to 7pm. 任何时间的信息和邮箱都可以。电话请在太平洋时间早上9点至晚上7点之间房客须知: 1、房客之间不允许私下擅自更换房间,必须经由管理员,以及双方房客许可,由管理员监督更换房间。 1, between the tenants are not allowed to privately change the room, must be by the administrator, and the two sides permit tenants, supervise the replacement of the room by the administrator. 2、请认准自己预定房间的号码拿取钥匙,不得进入非预定房间。 2, please look for their own room number to pick up the key, not to enter the not you booking room. 3、预定房间请看准描述选定房间,如描述不清请向管理员咨询,预定后既视为认可不给予任何更换。 3, booking room, please see the description of the selected room, such as the description is unclear, please ask to the administrator, when confired booked room,we don't given any replacement. 4、请自行确认是否预定想要的房源,如不清楚请及时询问管理员,如确认预定,管理员既视为满意本房源,不再对预定进行	2017-04-03	t	f	100%	2017-03-12	t	2017-04-16	33.992563	-117.895997	No.7 Queen Size Cozy Room 舒适大床房	NaN	2	90.0	https://a0.muscache.com/im/pictures/8d2f08ce-bf65-4018-a7b0-18823a7882a7.jpg?aki_policy=small	91748	1.0	1.0

	id	log_price	property_type	room_type	amenities	accommodates	bathrooms	bed_type	cancellation_policy	cleaning_fee	city	description	first_review	host_has_profile_pic	host_identity_verified	host_response_rate	host_since	instant_bookable	last_review	latitude	longitude	name	neighbourhood	number_of_reviews	review_scores_rating	thumbnail_url	zipcode	bedrooms	beds
74101	18077717	4.584967	Apartment	Private room	{TV,Internet,"Wireless Internet",Pool,Kitchen,"Free parking on premises",Heating,Washer,Dryer,"Smoke detector",Shampoo,"Hair dryer"}	1	1.0	Real Bed	moderate	True	LA	A great comfortable bedroom available in the heart of Santa Monica. Two blocks from 3rd Street Promenade and just a few blocks from the beach. Walk to many wonderful restaurants and shops.	2016-03-26	t	t	100%	2014-04-01	f	2017-04-11	34.020021	-118.498239	Cozy room in heart of Santa Monica!	NaN	4	90.0	https://a0.muscache.com/im/pictures/9dc32319-3ca5-4140-a7db-abff00e2ca87.jpg?aki_policy=small	90403	1.0	1.0
74102	7935934	4.110874	Villa	Shared room	{TV,"Wireless Internet","Air conditioning",Kitchen,"Free parking on premises",Breakfast,"Indoor fireplace",Heating,"Family/kid friendly",Washer,Dryer,"Smoke detector","Carbon monoxide detector","First aid kit","Safety card","Fire extinguisher",Essentials,Shampoo,Hangers,"Hair dryer",Iron,"Laptop friendly workspace"}	10	3.0	Real Bed	flexible	False	LA	The price is for room. You will share the house with my family . 我的房源适合情侣、独自旅行的冒险家、商务旅行者、有小孩的家庭、大型团体。 Single-family house located at West Hills Residential area of L.A. There are 4 private rooms with 2 bathrooms for rent, in a very nice neighbourhood. You will stay with my family and my son(1 year old) will give you a passionate welcome. U will share the house with my (URL HIDDEN) house is in West Hills (91307). 2 people per ROOM only! keep quite and gentle!	2017-01-01	t	f	100%	2013-07-01	f	2017-01-01	34.199671	-118.618070	UR SWEET HOME IN LA	West Hills	1	80.0	https://a0.muscache.com/im/pictures/27fea634-a93e-450d-951a-41ef9f3abab8.jpg?aki_policy=small	91307	1.0	10.0
74103	11829011	5.135798	Apartment	Entire home/apt	{TV,"Cable TV",Internet,"Wireless Internet","Air conditioning","Wheelchair accessible",Gym,Elevator,"Indoor fireplace",Heating,"Smoke detector","Carbon monoxide detector","First aid kit","Safety card","Fire extinguisher",Essentials,Shampoo,"24-hour check-in",Hangers,"Hair dryer",Iron,"Laptop friendly workspace","Self Check-In",Doorman}	2	1.0	Real Bed	moderate	True	SF	CENTRALLY LOCATED Studio Unit in the WorldMark® by Wyndham San Francisco Resort. Super convenient downtown spot. Walk to Union Square and Moscone. 24/7 front desk for your late check-in convenience, early luggage storage, and general assistance. Exciting urban location: 2 blocks from Union Square, a short walk to Chinatown and Nob Hill. The famous Powell Street Cable Car stops just one block away, and public transportation on the Bay Area Rapid Transit system (Bart) is nearby. This WorldMark® by Wyndham resort is in RCI Silver Crown category. So you know it's a high quality resort. And with the consistent high standard of WorldMark resorts, you are not entering the Airbnb lottery here. You can be assured that you're staying at a professionally managed resort and enjoying a comfortable and welcoming stay. Try WorldMark once and you would want to come back! Some units are actually more spacious than an hotel room. Others are cozy. All are well equipped, and nicer than most hote	2011-12-10	t	f	100%	2011-09-26	f	2015-11-13	37.789989	-122.407384	WorldMark W'ndm Union Square Studio	Union Square	24	98.0	https://a0.muscache.com/im/pictures/9a99e2de-c163-4fdb-aed3-b054f9324920.jpg?aki_policy=small	94108	1.0	1.0
74104	14934112	4.356709	Apartment	Entire home/apt	{TV,"Cable TV",Internet,"Wireless Internet","Air conditioning","Wheelchair accessible",Pool,Kitchen,Doorman,Gym,"Elevator in building",Heating,"Family/kid friendly",Washer,Dryer,"Smoke detector","Carbon monoxide detector","First aid kit","Safety card","Fire extinguisher",Essentials,Shampoo,Hangers,"Hair dryer",Iron,"Laptop friendly workspace"}	2	1.0	Real Bed	strict	True	Chicago	Location location location!!! 1B,1BA available at State and Rush: center of Gold Coast premium real estate, retail and restaurants! Fully furnished, huge closets, free wifi and direct TV, updated gym and laundry in building. Friendly neighbors and 24hr security doormen. Walking distance to red line stop (Chicago or Division ) Entire apt is yours. 1000 square feet. Private balcony w view. Utilities, Gym, laundry, free wifi and cable, Varies. I prefer to respect their privacy if requested. I am a socialite so I love meeting new people and making new friends! Walking distance to everything: Oak street elite boutiques Michigan Ave-Magnificent Mile Barney's, Bloomingdales and Water Tower Oak Street and North Ave beaches Red line train is 2 blocks away Starbucks Gibson's Steakhouse Tavern on Rush Lou Malnatis famous deep dish pizza The Original Pancake House Dublin's Irish Pub *Division and State street bar crawl 2 blocks from the red line. Bus stop right infront I am prett	2014-04-28	t	t	100%	2014-03-01	f	2017-04-08	41.909067	-87.623046	Gold Coast Specialty	NaN	6	100.0	https://a0.muscache.com/im/pictures/32922903/b57ee870_original.jpg?aki_policy=small	60610	1.0	1.0
74105	808802	4.248495	House	Private room	{TV,Internet,"Wireless Internet","Air conditioning",Kitchen,"Free parking on premises","Pets live on this property",Heating,Washer,Dryer,"Smoke detector","24-hour check-in",Hangers}	2	1.0	Real Bed	moderate	True	LA	Perfect for 1 person, will accept couples at additional fee. Large closet with mirrored door. Your very own bathroom with shower! Tons of restaurant options, Free street parking or a gated parking space! A sweet shy dog, large shared kitchen, dining area, living room! Free wifi! WELCOME TO WeHo!!! This is a room in a small house behind a larger house, with gate entry for vehicle or just yourself! Close to Runyon Canyon, and much more! We have a company clean our house every few weeks, but we like to keep the place spotless in between visits! My dog usually hangs in my bed room while I'm at work. She's shy but very loving. House trained with a dog walker. She also does a few tricks! We share a living room, kitchen, and dining room with you! Washer and dryer, dishwasher, walking distance to tons of places! You have a private bathroom attached to your room. The room is furnished with a full bed and plenty of clean towels! Large closet with mirrors, dresser, and night stand. There is litt	2016-03-25	t	t	75%	2015-03-18	f	2017-02-19	34.092640	-118.343921	Private Bed/Bathroom in Cute House!	NaN	36	91.0	https://a0.muscache.com/im/pictures/ae2e48de-6045-49a7-a3bb-7dc1a9459a63.jpg?aki_policy=small	90038	1.0	1.0
74106	14549287	4.605170	Apartment	Private room	{}	1	1.0	Real Bed	flexible	False	NYC	one room in bushwick apt	NaN	t	t	NaN	2013-03-24	f	NaN	40.709025	-73.939405	one room bushwick	Williamsburg	0	NaN	https://a0.muscache.com/im/pictures/55162426/6016bc16_original.jpg?aki_policy=small	11206.0	1.0	1.0
74107	13281809	5.043425	Apartment	Entire home/apt	{TV,"Cable TV",Internet,"Wireless Internet",Kitchen,"Free parking on premises",Heating,"Family/kid friendly",Washer,Dryer,"Smoke detector",Essentials,Shampoo,Hangers,"Hair dryer","translation missing: en.hosting_amenity_50"}	4	2.0	Real Bed	moderate	True	LA	Located on the Pacific Coast Highway, this apartment is extremely spacious and convenient to downtown Hermosa Beach and Hermosa Beach Pier. There are 2 bedrooms with 2 double beds in each. Enjoy easy access to public transportation (bus stop right next door), or a dedicated parking space is available.	2016-08-15	t	f	100%	2016-05-03	f	2017-04-15	33.871549	-118.396053	Spacious Hermosa 2 BR on PCH	Hermosa Beach	16	93.0	https://a0.muscache.com/im/pictures/2b86560b-a94e-427c-bafd-7971a3edca9b.jpg?aki_policy=small	90254	2.0	4.0
74108	18688039	5.220356	Apartment	Entire home/apt	{TV,Internet,"Wireless Internet","Air conditioning",Kitchen,Gym,Elevator,"Buzzer/wireless intercom",Heating,"Family/kid friendly",Washer,Dryer,"Smoke detector","Carbon monoxide detector","First aid kit",Essentials,Shampoo,Hangers,"Hair dryer",Iron,"Laptop friendly workspace","Hot water","Bed linens",Microwave,"Coffee maker",Refrigerator,Dishwasher,"Dishes and silverware","Cooking basics",Oven,Stove}	5	1.0	Real Bed	moderate	True	NYC	A modern apartment located in East Williamsburg. It's a place to see everything Brooklyn has to offer, from interesting restaurants, hidden breweries and the region's long-time residents. You can explore the neighborhood, including nearby Bushwick or hop on the subway and be in Manhattan in 10 minutes. The apartment has a rooftop overlooking the city, hardwood floors, a fully stocked kitchen and plenty of space for your group. It's a great modern apartment with all the amenities one could need for a home-away-from-home stay. Located in a part of Williamsburg that's surrounded by cool places but also with plenty of history. You'll have access to my entire apartment, of course, as long with the building facilities. This includes a gym with weights and running machines, a rooftop with furniture and city view, along a recreation room and laundry machines. There's also an off-street bike rack guests can use. I don't pay for parking, so you'll have to park on the street. It's unpermited and	2015-01-03	t	t	100%	2012-01-05	t	2017-09-10	40.706749	-73.942377	Modern 2 Bedroom Apartment in Williamsburg	Williamsburg	43	94.0	https://a0.muscache.com/im/pictures/7fbe448c-5293-4a22-a83e-54c8bc1bbf0d.jpg?aki_policy=small	11206.0	2.0	2.0
74109	17045948	5.273000	Apartment	Entire home/apt	{TV,"Wireless Internet","Air conditioning",Kitchen,Heating,Washer,Dryer,"Smoke detector","Carbon monoxide detector",Essentials,Shampoo,Hangers,"Hair dryer",Iron,"Laptop friendly workspace"}	2	1.0	Real Bed	strict	True	NYC	Fully renovated, designer's studio located in one of the most desirable areas of Manhattan (West Village/Chelsea). Comfortable bed, sofa, 50' TV with Netflix & Amazon Prime, full kitchen with dishwasher and all the necessities for cooking. Apartment is on the 2nd floor (only 1 flight up). Access to everything in the apartment, but nothing should go out of the apartment:) I am always available upon request. I always try to make my guest's experience as pleasant as possible. If you need directions, advice, transportation etc all you need to do is ask.	NaN	t	f	100%	2017-09-17	t	NaN	40.738535	-74.000157	Designer's Apartment in HEART of NYC	West Village	0	NaN	https://a0.muscache.com/im/pictures/b3971b63-06d9-4417-86ca-e6b40c22edca.jpg?aki_policy=small	10011	0.0	2.0
74110	3534845	4.852030	Boat	Entire home/apt	{TV,Internet,"Wireless Internet",Kitchen,"Free parking on premises",Heating,"Family/kid friendly","Smoke detector","Carbon monoxide detector","First aid kit","Safety card","Fire extinguisher",Essentials,Shampoo,"24-hour check-in",Hangers,"Hair dryer","Laptop friendly workspace"}	4	1.0	Real Bed	moderate	False	LA	You will stay-aboard the Island Trader at one of the largest ports in the world, You're right in the heart of downtown Long Beach California, walking distant to many events and shopping, including the Long Beach Convention Center, Conference Center, The Queen Mary Ship, The Pike, Pine Street the Pacific Aquarium and much more. (Island Trader) is a private commercial charter boat as well, so if you would like to take a private harbor, sunset or whale watching during your stay just let us know. The Island Trader has comfortable sleeping quarters for up to four people, there is a bathroom onboard, fresh water, a galley with a refrigerator, toaster and microwave oven . Private hot showers are available with just a short walk up on the docks. Towels and linen are provided. Directv and Free WIFI Start your day with a unique shopping experience at Shoreline Village with all of its specialty shops. Next, take a walk over to the Long Beach Aquarium of the Pacific and take a journey of discovery	2013-09-05	t	t	100%	2012-11-26	f	2017-04-30	33.761096	-118.192409	Cozy Boat at Shoreline Village	Long Beach	205	96.0	https://a0.muscache.com/im/pictures/22968537/da0156bc_original.jpg?aki_policy=small	90802	1.0	2.0

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